diff --git a/.gitattributes b/.gitattributes index 24442c3b0bc95505f74d32c5ae5a07ca30f3b8df..79790139f348094a1b664d340d33e5ad4c1a1361 100644 --- a/.gitattributes +++ b/.gitattributes @@ -1,3 +1,5 @@ +* text=auto eol=lf + *.7z filter=lfs diff=lfs merge=lfs -text *.arrow filter=lfs diff=lfs merge=lfs -text *.avro filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md index 8ea329cedccffde0deb156cc42c3eb9aad28e1d2..debb098dc2dc317a717ff22c2e53ae0a6b415d56 100644 --- a/README.md +++ b/README.md @@ -12,6 +12,8 @@ This dataset is a collection of RF samples and metadata in the [`zea` file forma This dataset is ready for commercial or non-commercial uses. +Each subdirectory here holds a data card and a processing pipeline. The matching reconstruction scripts, one runnable reference reconstruction per subset, are in the companion repository, [github.com/open-h/OpenH-RF](https://github.com/open-h/OpenH-RF). + ## Dataset Owner NVIDIA Corporation diff --git a/colorado-boulder/README.md b/colorado-boulder/README.md index d39d9e2e17f47bc08ce2c7385b21cd43d7e39486..60e1bee5c84af9dc7bbc7035a9ef0d1e9d56cb5d 100644 --- a/colorado-boulder/README.md +++ b/colorado-boulder/README.md @@ -1,174 +1,174 @@ ---- -pretty_name: "OpenH-RF — Tracked Swept Synthetic Aperture 3D Phantom Dataset" -license: cc-by-4.0 -task_categories: - - generalized-reconstruction -tags: - - ultrasound - - rf - - openh-rf - - 3d -language: - - en -size_categories: - - n<1K ---- - -# Tracked Swept Synthetic Aperture 3D Phantom Ultrasound Dataset - -## Dataset Description - -This dataset contains tracked swept synthetic aperture (SSA) ultrasound acquisitions of a 3D ultrasound imaging phantom. The data were acquired using a Verasonics Vantage research ultrasound system with a P4-2 phased array transducer. - -The dataset includes raw RF channel data, acquisition parameters, probe geometry, transmit information, and frame-wise tracked probe pose metadata. Its purpose is to provide a reproducible example of motion-compensated SSA reconstruction from raw channel data using the zea/OpenH-RF data format. - -This dataset contains phantom data only. It does not contain human subject data, animal data, or protected health information (PHI). - -## Dataset Contributor(s) - -**Contributing organization:** University of Colorado Boulder, Bottenus Lab - -**Contributors:** - -- Anet Sanchez -- Nick Bottenus - -## Dataset Creation Date - -06/24/2025 - -## License / Terms of Use - -This dataset is released under the Creative Commons Attribution 4.0 International License (CC BY 4.0). - -The contributed data consist exclusively of phantom ultrasound acquisitions and are cleared for release under CC BY 4.0. Patient consent, clinical data-use agreements, and PHI de-identification are not applicable because the dataset does not contain human subject data. - -## Intended Usage - -This dataset is intended for research on generalized ultrasound reconstruction, with a particular focus on tracked swept synthetic aperture imaging, motion-compensated beamforming, coherent compounding, and ultrasound image-quality evaluation. - -For SSA reconstruction, each raw RF frame is beamformed using its corresponding tracked transducer pose. The resulting beamformed IQ frames are placed on a common reconstruction grid and coherently summed to synthesize a larger effective aperture. Because the reconstruction relies on coherent compounding, summation is performed before envelope detection, normalization, and log compression. - -## Dataset Characterization - -- **Data Collection Method:** Phantom ultrasound acquisition -- **Labeling Method:** N/A; no manual labels or segmentation masks are provided -- **Acquisition System:** Verasonics Vantage research ultrasound scanner with a Verasonics P4-2 phased array transducer - -### Acquisition Details - -The transducer was manually swept over the phantom field of view while diverging-wave transmissions were acquired at 400 Hz. All 64 array elements were used on receive. - -Diverging waves were generated using a negative virtual source with the 20 central array elements active on transmit. - -The transducer was optically tracked using an NDI Polaris Vega® XT optical tracking system manufactured by Northern Digital Inc., Ontario, Canada. - -### Probe and Geometry - -The acquisition used a Verasonics P4-2 phased array transducer with 64 elements. The center frequency stored in the acquisition and used for reconstruction is 2.5 MHz. - -The probe geometry, transmit origins, transmit delays, transmit apodization, and other acquisition parameters are stored in the zea/OpenH-RF file. Frame-wise probe translations and rotations are stored using the native `metadata/probe_pose` structure. - -## Dataset Format - -The dataset is distributed in the zea/OpenH-RF HDF5 format. - -Each file includes: - -- Raw RF channel data -- Sampling and center frequencies -- Transmit delays and apodization -- Transmit origins -- Probe geometry -- Sound-speed information -- Frame-wise tracked probe translations -- Frame-wise tracked probe rotations - -The stored RF channel data have not been beamformed, envelope detected, normalized, or log compressed. The accompanying reconstruction pipeline performs these processing steps. - -## Dataset Quantification - -**Current OpenH-RF release:** 62 HDF5 files; 16.04 GB (16,037,117,952 bytes) stored; root `zea_version` **0.1.6**. Sizes include all HDF5 contents and use decimal units (MB = 10^6 bytes, GB = 10^9 bytes, TB = 10^12 bytes), not decoded-array memory or original-source download sizes. - -- **Number of phantom objects:** 1 -- **Number of acquisitions:** 10 -- **Number of RF frames per acquisition:** 1200 -- **Number of transmit events per frame:** 1 -- **Number of receive elements:** 64 -- **Number of active transmit elements:** 20 - -### Per-File Feature Summary - -| Feature | Shape | Data type | Units | Description | -|---|---:|---|---|---| -| Raw RF data | `n_frames × n_tx × n_ax × n_elements × n_channels` | `float32` | acquisition units | Raw RF channel measurements | -| Probe translation | `n_frames × 3` | `float32` | m | Frame-wise tracked probe position | -| Probe rotation | `n_frames × 4` | `float32` | unit quaternion | Frame-wise tracked probe orientation in `xyzw` order | -| Probe geometry | `64 × 3` | `float32` | m | Array-element coordinates | -| Transmit origins | `n_tx × 3` | `float32` | m | Diverging-wave virtual-source coordinates | -| Transmit delays | `n_tx × 64` | `float32` | s | Per-element transmit delays | -| Transmit apodization | `n_tx × 64` | `float32` | unitless | Per-element transmit activation and weighting | - -## Subject Metadata - -### Metadata Schema Migration - -The zea 0.1.6 migration uses these approved metadata locations: - -| Legacy location | Canonical location | -|---|---| -| Dataset `metadata/subject_id` | Dataset `metadata/subject/id` | -| Dataset `metadata/subject_type` | Dataset `metadata/subject/type` | -| Dataset `metadata/us_machine` | Root HDF5 attribute `us_machine` | - -Read the machine name with `f.attrs["us_machine"]`, not `f["us_machine"]`. -Subject values and their existing attributes are preserved. The machine -string is preserved; migration stops for review if its legacy dataset has -attributes that cannot be represented without loss. No numerical arrays are -rescaled or otherwise changed by these relocations. - -The three-field pilot passed full array and metadata parity checks with the -approved description changes and `transmit_only=False` default. Full-release -migration is still pending. Replacement files are uploaded only after -per-file validation; readers supporting both revisions should check the -canonical locations first, then the legacy locations. - - -This dataset contains one 3D ultrasound imaging phantom. - -- **Subject type:** 3D phantom -- **Anatomical region:** Not applicable -- **Human participants:** None -- **Animal subjects:** None -- **Protected health information:** None -- **Scanner:** Verasonics Vantage -- **Probe:** Verasonics P4-2 phased array - -## Data Validation - -The submission includes a `zea.Pipeline` that reconstructs a representative tracked SSA B-mode image from the raw RF channel data. - -The pipeline performs: - -1. Frame-wise demodulation -2. Application of the tracked probe pose -3. Delay-and-sum beamforming onto a common reconstruction grid -4. Coherent summation of the beamformed IQ frames -5. Envelope detection -6. Normalization -7. Log compression - -The reconstruction is defined in `pipeline.yaml` and executed using `reconstruct.py`. A representative reconstructed B-mode image is included with the dataset. - -## Known Issues - -- Optical tracking measurements may contain small position and orientation uncertainties. -- Reconstruction quality depends on tracking calibration accuracy and coherent alignment between frames. - - -## Ethical Considerations - -This dataset contains phantom ultrasound data only. It does not contain human participants, animal subjects, personal identifiers, clinical records, or protected health information. - -Human-subject consent and institutional review board approval are therefore not applicable. - +--- +pretty_name: "OpenH-RF — Tracked Swept Synthetic Aperture 3D Phantom Dataset" +license: cc-by-4.0 +task_categories: + - generalized-reconstruction +tags: + - ultrasound + - rf + - openh-rf + - 3d +language: + - en +size_categories: + - n<1K +--- + +# Tracked Swept Synthetic Aperture 3D Phantom Ultrasound Dataset + +## Dataset Description + +This dataset contains tracked swept synthetic aperture (SSA) ultrasound acquisitions of a 3D ultrasound imaging phantom. The data were acquired using a Verasonics Vantage research ultrasound system with a P4-2 phased array transducer. + +The dataset includes raw RF channel data, acquisition parameters, probe geometry, transmit information, and frame-wise tracked probe pose metadata. Its purpose is to provide a reproducible example of motion-compensated SSA reconstruction from raw channel data using the zea/OpenH-RF data format. + +This dataset contains phantom data only. It does not contain human subject data, animal data, or protected health information (PHI). + +## Dataset Contributor(s) + +**Contributing organization:** University of Colorado Boulder, Bottenus Lab + +**Contributors:** + +- Anet Sanchez +- Nick Bottenus + +## Dataset Creation Date + +06/24/2025 + +## License / Terms of Use + +This dataset is released under the Creative Commons Attribution 4.0 International License (CC BY 4.0). + +The contributed data consist exclusively of phantom ultrasound acquisitions and are cleared for release under CC BY 4.0. Patient consent, clinical data-use agreements, and PHI de-identification are not applicable because the dataset does not contain human subject data. + +## Intended Usage + +This dataset is intended for research on generalized ultrasound reconstruction, with a particular focus on tracked swept synthetic aperture imaging, motion-compensated beamforming, coherent compounding, and ultrasound image-quality evaluation. + +For SSA reconstruction, each raw RF frame is beamformed using its corresponding tracked transducer pose. The resulting beamformed IQ frames are placed on a common reconstruction grid and coherently summed to synthesize a larger effective aperture. Because the reconstruction relies on coherent compounding, summation is performed before envelope detection, normalization, and log compression. + +## Dataset Characterization + +- **Data Collection Method:** Phantom ultrasound acquisition +- **Labeling Method:** N/A; no manual labels or segmentation masks are provided +- **Acquisition System:** Verasonics Vantage research ultrasound scanner with a Verasonics P4-2 phased array transducer + +### Acquisition Details + +The transducer was manually swept over the phantom field of view while diverging-wave transmissions were acquired at 400 Hz. All 64 array elements were used on receive. + +Diverging waves were generated using a negative virtual source with the 20 central array elements active on transmit. + +The transducer was optically tracked using an NDI Polaris Vega® XT optical tracking system manufactured by Northern Digital Inc., Ontario, Canada. + +### Probe and Geometry + +The acquisition used a Verasonics P4-2 phased array transducer with 64 elements. The center frequency stored in the acquisition and used for reconstruction is 2.5 MHz. + +The probe geometry, transmit origins, transmit delays, transmit apodization, and other acquisition parameters are stored in the zea/OpenH-RF file. Frame-wise probe translations and rotations are stored using the native `metadata/probe_pose` structure. + +## Dataset Format + +The dataset is distributed in the zea/OpenH-RF HDF5 format. + +Each file includes: + +- Raw RF channel data +- Sampling and center frequencies +- Transmit delays and apodization +- Transmit origins +- Probe geometry +- Sound-speed information +- Frame-wise tracked probe translations +- Frame-wise tracked probe rotations + +The stored RF channel data have not been beamformed, envelope detected, normalized, or log compressed. The accompanying reconstruction pipeline performs these processing steps. + +## Dataset Quantification + +**Current OpenH-RF release:** 62 HDF5 files; 16.04 GB (16,037,117,952 bytes) stored; root `zea_version` **0.1.6**. Sizes include all HDF5 contents and use decimal units (MB = 10^6 bytes, GB = 10^9 bytes, TB = 10^12 bytes), not decoded-array memory or original-source download sizes. + +- **Number of phantom objects:** 1 +- **Number of acquisitions:** 10 +- **Number of RF frames per acquisition:** 1200 +- **Number of transmit events per frame:** 1 +- **Number of receive elements:** 64 +- **Number of active transmit elements:** 20 + +### Per-File Feature Summary + +| Feature | Shape | Data type | Units | Description | +|---|---:|---|---|---| +| Raw RF data | `n_frames × n_tx × n_ax × n_elements × n_channels` | `float32` | acquisition units | Raw RF channel measurements | +| Probe translation | `n_frames × 3` | `float32` | m | Frame-wise tracked probe position | +| Probe rotation | `n_frames × 4` | `float32` | unit quaternion | Frame-wise tracked probe orientation in `xyzw` order | +| Probe geometry | `64 × 3` | `float32` | m | Array-element coordinates | +| Transmit origins | `n_tx × 3` | `float32` | m | Diverging-wave virtual-source coordinates | +| Transmit delays | `n_tx × 64` | `float32` | s | Per-element transmit delays | +| Transmit apodization | `n_tx × 64` | `float32` | unitless | Per-element transmit activation and weighting | + +## Subject Metadata + +### Metadata Schema Migration + +The zea 0.1.6 migration uses these approved metadata locations: + +| Legacy location | Canonical location | +|---|---| +| Dataset `metadata/subject_id` | Dataset `metadata/subject/id` | +| Dataset `metadata/subject_type` | Dataset `metadata/subject/type` | +| Dataset `metadata/us_machine` | Root HDF5 attribute `us_machine` | + +Read the machine name with `f.attrs["us_machine"]`, not `f["us_machine"]`. +Subject values and their existing attributes are preserved. The machine +string is preserved; migration stops for review if its legacy dataset has +attributes that cannot be represented without loss. No numerical arrays are +rescaled or otherwise changed by these relocations. + +The three-field pilot passed full array and metadata parity checks with the +approved description changes and `transmit_only=False` default. Full-release +migration is still pending. Replacement files are uploaded only after +per-file validation; readers supporting both revisions should check the +canonical locations first, then the legacy locations. + + +This dataset contains one 3D ultrasound imaging phantom. + +- **Subject type:** 3D phantom +- **Anatomical region:** Not applicable +- **Human participants:** None +- **Animal subjects:** None +- **Protected health information:** None +- **Scanner:** Verasonics Vantage +- **Probe:** Verasonics P4-2 phased array + +## Data Validation + +The submission includes a `zea.Pipeline` that reconstructs a representative tracked SSA B-mode image from the raw RF channel data. + +The pipeline performs: + +1. Frame-wise demodulation +2. Application of the tracked probe pose +3. Delay-and-sum beamforming onto a common reconstruction grid +4. Coherent summation of the beamformed IQ frames +5. Envelope detection +6. Normalization +7. Log compression + +The reconstruction is defined in `pipeline.yaml` and executed using `reconstruct.py`. A representative reconstructed B-mode image is included with the dataset. + +## Known Issues + +- Optical tracking measurements may contain small position and orientation uncertainties. +- Reconstruction quality depends on tracking calibration accuracy and coherent alignment between frames. + + +## Ethical Considerations + +This dataset contains phantom ultrasound data only. It does not contain human participants, animal subjects, personal identifiers, clinical records, or protected health information. + +Human-subject consent and institutional review board approval are therefore not applicable. + diff --git a/colorado-boulder/pipeline.yaml b/colorado-boulder/pipeline.yaml index 30591c7e19eb321ac7c7ef0d4ee399b6959ac4df..373cebde10b51e822368ccf50075dd6f348a6531 100644 --- a/colorado-boulder/pipeline.yaml +++ b/colorado-boulder/pipeline.yaml @@ -1,45 +1,44 @@ -pipeline: - operations: - - name: map - operations: - - name: keras.ops.squeeze - params: - axis: 0 - jit_compile: false - - name: keras.ops.cast - params: - dtype: float32 - jit_compile: false - - name: demodulate - params: - jit_compile: false - - name: apply_probe_pose - params: - jit_compile: false - - name: beamform - params: - jit_options: null - num_patches: 200 - with_batch_dim: false - - name: keras.ops.expand_dims - params: - axis: 0 - jit_compile: false - params: - argnames: - - data - - probe_translation - - probe_rotation - batch_size: 1 - with_batch_dim: false - - name: keras.ops.sum - params: - axis: 0 - - envelope_detect - - name: normalize - params: - output_range: - - 0.0 - - 1.0 - - log_compress - with_batch_dim: false +pipeline: + operations: + - name: map + operations: + - name: keras.ops.squeeze + params: + axis: 0 + jit_compile: false + - name: keras.ops.cast + params: + dtype: float32 + jit_compile: false + - name: demodulate + params: + jit_compile: false + - name: apply_probe_pose + params: + jit_compile: false + - name: beamform + params: + jit_options: null + with_batch_dim: false + - name: keras.ops.expand_dims + params: + axis: 0 + jit_compile: false + params: + argnames: + - data + - probe_translation + - probe_rotation + batch_size: 1 + with_batch_dim: false + - name: keras.ops.sum + params: + axis: 0 + - envelope_detect + - name: normalize + params: + output_range: + - 0.0 + - 1.0 + - log_compress + with_batch_dim: false diff --git a/concordia/README.md b/concordia/README.md index 52a44fb1cc85280c701d11efe14c2c59169e8474..9ce90d488a6e46cea1631dab8b1a7584c4253d76 100644 --- a/concordia/README.md +++ b/concordia/README.md @@ -137,7 +137,7 @@ Fields from Arbitrarily Shaped, Apodized, and Excited Ultrasound Transducers," The dataset is 2,000 individual zea HDF5 files (one acquisition per file) under `data/` (zea format; `zea_version` 0.1.6). Reference figures are in -`examples/`; `reconstruct.py`, `visualize.py`, `pipeline.yaml`, and this card sit +`examples/`; `reconstruct.py`, `pipeline.yaml`, and this card sit at the repository root. Per file: - `data/raw_data` — full FSA channel data, `int16`, quantized from the native @@ -244,25 +244,23 @@ scatterers (amplitude 18–22) scattered at valid random positions, for realism. ## Data Validation -**Setup:** `reconstruct.py` and `visualize.py` require `zea>=0.1.1`, `matplotlib`, +**Setup:** `reconstruct.py` requires `zea>=0.1.1`, `matplotlib`, and `KERAS_BACKEND=jax` (or `torch`/`tensorflow`) set before import. This submission was built and verified against the [OpenH-RF repo](https://github.com/open-h/OpenH-RF)'s environment (`uv sync` inside a clone of that repo installs `zea` and every other -dependency these scripts need — see that repo's README for the exact commands). +dependency this script needs — see that repo's README for the exact commands). `reconstruct.py` (+ `pipeline.yaml`, zea's default DAS pipeline: Cast → ApplyWindow → Demodulate → Beamform → EnvelopeDetect → Normalize → LogCompress; each stage is explained in `reconstruct.py`'s own module docstring) reconstructs a synthetic transmit aperture (STA) B-mode from `data/raw_data` using all 128 transmits, over -the same field of view as the stored `data/image` reference. A second helper, -`visualize.py .hdf5`, renders the stored `data/image`, its class-specific -label, and the `data/scatterers` cloud side by side. `examples/` contains, for a -representative capture of each of the five classes, an `_bmode.png` (the STA -reference reconstruction from `reconstruct.py`, physical mm axes, titled with the -sample ID) and an `_panels.png` (the `visualize.py` output: stored `data/image`, -class label — segmentation foreground for anechoic/hypoechoic/hyperechoic, +the same field of view as the stored `data/image` reference. It renders that +reconstruction on physical mm axes next to the capture's class-specific label +— segmentation foreground for anechoic/hypoechoic/hyperechoic, `data/diverse_source_image` for diverse, none for point-target — and the -`data/scatterers` cloud coloured by |amplitude|, on shared equal-aspect mm axes), -confirming the label, reconstruction, and scatterer field are spatially registered. +`data/scatterers` cloud coloured by |amplitude|, all on shared equal-aspect mm +axes, confirming the label, reconstruction, and scatterer field are spatially +registered. `examples/` holds one such figure for a representative capture of +each of the five classes. ## Known Issues diff --git a/concordia/pipeline.yaml b/concordia/pipeline.yaml index ca8d1ac1536909851f04ddecc28755bd44afa3a1..3ea552ecb66d8185bf205297b8a1945d77594529 100644 --- a/concordia/pipeline.yaml +++ b/concordia/pipeline.yaml @@ -5,9 +5,7 @@ pipeline: dtype: float32 - apply_window - demodulate - - name: beamform - params: - num_patches: 200 + - beamform - envelope_detect - name: normalize params: diff --git a/concordia/wikimedia_commons_metadata.csv b/concordia/wikimedia_commons_metadata.csv index b5106dd528b7134c899d0c3a89297e2fcdd191d7..e4ddfc0862f3f84babf8e57973e17d7cf98e7981 100644 --- a/concordia/wikimedia_commons_metadata.csv +++ b/concordia/wikimedia_commons_metadata.csv @@ -1,1001 +1,1001 @@ -DatasetFile,ImageID,Topic,Subset,OriginalURL,OriginalLandingURL,License,AuthorProfileURL,Author,Title,OriginalSize,OriginalMD5,Thumbnail300KURL,Rotation,PerceptualHash -image_0751.hdf5,193547116,nature_landscape,wikimedia_commons,https://upload.wikimedia.org/wikipedia/commons/c/c5/Xerochrysum_macsweeneyorum%2C_D%E2%80%99Aguilar_National_Park%2C_Dundas%2C_QLD%2C_AU_imported_from_iNaturalist_photo_322600854.jpg,"https://commons.wikimedia.org/wiki/File:Xerochrysum_macsweeneyorum,_D%E2%80%99Aguilar_National_Park,_Dundas,_QLD,_AU_imported_from_iNaturalist_photo_322600854.jpg",CC BY 4.0,,"(c) Martin Hannan-Jones, some rights reserved (CC BY)","File:Xerochrysum macsweeneyorum, D’Aguilar National Park, Dundas, QLD, AU imported from iNaturalist photo 322600854.jpg","(1536, 2048)",74bc568d5912b565174bb58827f9fe46,https://upload.wikimedia.org/wikipedia/commons/c/c5/Xerochrysum_macsweeneyorum%2C_D%E2%80%99Aguilar_National_Park%2C_Dundas%2C_QLD%2C_AU_imported_from_iNaturalist_photo_322600854.jpg,0,0cc1ccc6860d6131 -image_0752.hdf5,179251583,nature_landscape,wikimedia_commons,https://upload.wikimedia.org/wikipedia/commons/a/aa/Autumn_Nature_of_Golestan_Lal_Spring_17_%282025%29_Tasnim.jpg,https://commons.wikimedia.org/wiki/File:Autumn_Nature_of_Golestan_Lal_Spring_17_(2025)_Tasnim.jpg,CC BY 4.0,,علی اصغر سلیمی,File:Autumn Nature of Golestan Lal Spring 17 (2025) Tasnim.jpg,"(800, 557)",abcbc0702dfbba26717b9f9fe8915e73,https://upload.wikimedia.org/wikipedia/commons/a/aa/Autumn_Nature_of_Golestan_Lal_Spring_17_%282025%29_Tasnim.jpg,0,e77b3c1d0d052465 -image_0753.hdf5,156699197,building_exterior,wikimedia_commons,https://upload.wikimedia.org/wikipedia/commons/8/8c/Post_and_Telegraph_Offices%2C_Bowen.jpg,"https://commons.wikimedia.org/wiki/File:Post_and_Telegraph_Offices,_Bowen.jpg",CC BY 4.0,,"Unknown authorUnknown author","File:Post and Telegraph Offices, Bowen.jpg","(1400, 902)",e0d1ef468c7e8a2f506bc659ca5ea232,https://upload.wikimedia.org/wikipedia/commons/8/8c/Post_and_Telegraph_Offices%2C_Bowen.jpg,0,3f9bf8dcdcbc591d -image_0754.hdf5,182431706,building_exterior,wikimedia_commons,https://upload.wikimedia.org/wikipedia/commons/2/20/Cour_d%27honneur_du_coll%C3%A8ge_de_France._D%C3%A9cor_de_la_fa%C3%A7ade.jpg,https://commons.wikimedia.org/wiki/File:Cour_d%27honneur_du_coll%C3%A8ge_de_France._D%C3%A9cor_de_la_fa%C3%A7ade.jpg,CC BY 4.0,,Collège de France,File:Cour d'honneur du collège de France. 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L. (2022). Australian Cleotychini planthoppers: review of the genus Cleotyche Emeljanov, 1997 with three new species (Hemiptera: Fulgoromorpha: Dictyopharidae). 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L. (2022). Australian Cleotychini planthoppers: review of the genus Cleotyche Emeljanov, 1997 with three new species (Hemiptera: Fulgoromorpha: Dictyopharidae). 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All acquisitions are stored in the -*zea* HDF5 file format (zea_version 0.1.6) and contain raw pre-beamformed -channel data (`/data/raw_data`). - -## Dataset Description - -In-vivo human cardiac channel-capture data acquired with a Verasonics Vantage 256 research scanner and a P4-2 phased-array probe. The collection contains parasternal long-axis and apical four-chamber views recorded with focused transmit beams (sector scan). The data is pre-beamformed RF channel data intended for research into generalized beamforming, adaptive imaging and cardiac reconstruction. - -## Dataset Contributors - -University of Oslo (UiO), Department of Informatics. Primary contact: Ole Marius Hoel Rindal (omrindal@ifi.uio.no). Team: Ole Marius Hoel Rindal, Yucel Karabiyik, Sven Peter Nasholm, Andreas Austeng. - -## Dataset Creation Date - -06/23/2026 (packaging date; original acquisitions/simulations were produced between 2016 and 2023). - -## License / Terms of Use - -Released under **Creative Commons Attribution 4.0 International (CC BY 4.0)** — see the `LICENCE` -file at the submission root (this license is also declared in the YAML frontmatter above). The -contributed data is cleared for this license. The UltraSound ToolBox (USTB) Channel Capture Collection, University of Oslo. Contributed to OpenH-RF. Zenodo record 20261898. - -## Intended Usage - -Generalized reconstruction and adaptive beamforming of cardiac ultrasound (RFP task 6.1). Suitable for B-mode reconstruction, aperture-domain processing, and deep-learning beamforming research on in-vivo cardiac data. (OpenH-RF RFP task 6.1 Generalized Reconstruction). - -## Dataset Characterization - -- **Data Collection Method:** clinical -- **Labeling Method:** N/A (raw channel data; no annotations). -- **Acquisition system:** probe(s) P4-2; - element positions stored in `/probe/probe_geometry` (meters); center frequency, sampling - frequency and sound speed stored per acquisition in `/scan` (see per-sample feature table). - -## Dataset Format - -All acquisitions are stored in the **zea** HDF5 file format. Each `.hdf5` file is a single -acquisition with raw channel data `/data/raw_data` of shape -`(n_frames, n_tx, n_ax, n_el, n_ch)` and a fully populated `/scan` group describing the transmit -sequence (delays, focus distances, steering angles, apodization, timing). Data type: RF (n_ch=1). -No demodulation or decimation was applied during packaging beyond conversion from the USTB -Ultrasound File Format (UFF) to zea; RF data is demodulated inside the reconstruction pipeline. - -## Dataset Quantification - -**Current OpenH-RF release:** 2 HDF5 files; 3.53 GB (3,533,897,728 bytes) stored; root `zea_version` **0.1.6**. Sizes include all HDF5 contents and use decimal units (MB = 10^6 bytes, GB = 10^9 bytes, TB = 10^12 bytes), not decoded-array memory or original-source download sizes. - -- **Number of acquisitions:** 2 -- **Total channel-capture frames:** 75 -- **Train / validation / test split:** not predefined (research dataset). -- **Stored HDF5 size:** 3.53 GB (3,533,897,728 bytes). - -Per-acquisition summary: - -| Acquisition | frames | transmits | samples | elements | n_ch | fs (MHz) | fc (MHz) | size (MB) | -|---|---|---|---|---|---|---|---|---| -| `Verasonics_P2-4_apical_four_chamber_subject_1` | 25 | 101 | 2176 | 64 | 1 | 11.9 | 2.98 | 1181.42 | -| `Verasonics_P2-4_parasternal_long_subject_1` | 50 | 101 | 2176 | 64 | 1 | 11.9 | 2.98 | 2352.48 | - -Per-sample feature table: - -| Field | Shape | Dtype | Units | Description | -|---|---|---|---|---| -| `data/raw_data` | `(n_frames, n_tx, n_ax, n_el, n_ch)` | float32 | a.u. | Raw pre-beamformed RF channel data | -| `scan/sampling_frequency` | `scalar` | float32 | Hz | A/D sampling frequency | -| `scan/center_frequency` | `scalar` | float32 | Hz | Transmit pulse center frequency | -| `scan/demodulation_frequency` | `scalar` | float32 | Hz | Demodulation (carrier) frequency | -| `scan/sound_speed` | `scalar` | float32 | m/s | Assumed medium speed of sound | -| `scan/initial_times` | `(n_tx,)` | float32 | s | A/D start time per transmit | -| `scan/t0_delays` | `(n_tx, n_el)` | float32 | s | Per-element transmit fire times | -| `scan/tx_apodizations` | `(n_tx, n_el)` | float32 | - | Per-element transmit apodization | -| `scan/focus_distances` | `(n_tx,)` | float32 | m | Focus distance per transmit (0 = plane wave) | -| `scan/polar_angles` | `(n_tx,)` | float32 | rad | Transmit steering (polar) angle | -| `scan/transmit_origins` | `(n_tx, 3)` | float32 | m | Transmit beam origin (x, y, z) | -| `probe/probe_geometry` | `(n_el, 3)` | float32 | m | Element positions (x, y, z) | - -## Subject Metadata - -Healthy adult volunteer(s). Anatomy: heart (parasternal long-axis, apical four-chamber). Scanner: Verasonics Vantage 256. Probe: P4-2 phased array (64 elements). Aggregate only; no per-subject identifiers are stored. - -## Data Validation - -A Delay-And-Sum `zea.Pipeline` is provided in the **`pipeline.yaml` at the submission root** and -run by the single **`reconstruct.py` at the submission root**: -`cast -> demodulate -> delay-and-sum beamform -> envelope detect -> normalize -> log compress` -(RF is demodulated in-pipeline; IQ uses a baseband pipeline). The script is geometry-driven and -recurses into every sub-dataset folder; running `python reconstruct.py` from the root reconstructs -every `.hdf5` in the collection (or pass a folder-qualified path for a single acquisition) and writes -`_zea_bmode.png` next to each file as a portable check that the recorded geometry and timing -are correct. - -The reference B-mode images committed alongside the data (`_bmode.png`) are produced with the -UltraSound ToolBox (USTB) MATLAB Delay-And-Sum beamformer — the exact per-dataset reconstruction -used in the public USTB dataset catalog (https://unioslo.github.io/USTB/datasets.html), with -scanline transmit apodization for focused/sector acquisitions and correct sector-scan geometry. -These are the recommended reference reconstructions for visual verification. - -## Known Issues - -Focused sector acquisition: lateral resolution and field of view follow the transmit geometry. Phased-array data is best reconstructed on a polar (sector) grid. Frame counts vary per acquisition. - -## Ethical Considerations - -In-vivo data recorded from healthy adult volunteers at the University of Oslo with written informed consent for research use and data sharing, and approval from the Regional Committee for Medical and Health Research Ethics (REK), Norway. The files contain only backscattered RF channel data and acquisition parameters - no patient name, identifier, date of birth, acquisition date, facial image, or any other HHS Safe Harbor identifier is present (de-identified by construction). +--- +pretty_name: "USTB - In-vivo Cardiac (Verasonics P4-2)" +license: cc-by-4.0 +task_categories: + - image-to-image +language: + - en +tags: + - ultrasound + - rf + - openh-rf + - cardiac + - in-vivo +size_categories: + - n<1K +--- + +# USTB - In-vivo Cardiac (Verasonics P4-2) + +Part of the **UltraSound ToolBox (USTB) Channel Capture Collection** contributed to the +[OpenH-RF](https://github.com/open-h/OpenH-RF) initiative. All acquisitions are stored in the +*zea* HDF5 file format (zea_version 0.1.6) and contain raw pre-beamformed +channel data (`/data/raw_data`). + +## Dataset Description + +In-vivo human cardiac channel-capture data acquired with a Verasonics Vantage 256 research scanner and a P4-2 phased-array probe. The collection contains parasternal long-axis and apical four-chamber views recorded with focused transmit beams (sector scan). The data is pre-beamformed RF channel data intended for research into generalized beamforming, adaptive imaging and cardiac reconstruction. + +## Dataset Contributors + +University of Oslo (UiO), Department of Informatics. Primary contact: Ole Marius Hoel Rindal (omrindal@ifi.uio.no). Team: Ole Marius Hoel Rindal, Yucel Karabiyik, Sven Peter Nasholm, Andreas Austeng. + +## Dataset Creation Date + +06/23/2026 (packaging date; original acquisitions/simulations were produced between 2016 and 2023). + +## License / Terms of Use + +Released under **Creative Commons Attribution 4.0 International (CC BY 4.0)** — see the `LICENCE` +file at the submission root (this license is also declared in the YAML frontmatter above). The +contributed data is cleared for this license. The UltraSound ToolBox (USTB) Channel Capture Collection, University of Oslo. Contributed to OpenH-RF. Zenodo record 20261898. + +## Intended Usage + +Generalized reconstruction and adaptive beamforming of cardiac ultrasound (RFP task 6.1). Suitable for B-mode reconstruction, aperture-domain processing, and deep-learning beamforming research on in-vivo cardiac data. (OpenH-RF RFP task 6.1 Generalized Reconstruction). + +## Dataset Characterization + +- **Data Collection Method:** clinical +- **Labeling Method:** N/A (raw channel data; no annotations). +- **Acquisition system:** probe(s) P4-2; + element positions stored in `/probe/probe_geometry` (meters); center frequency, sampling + frequency and sound speed stored per acquisition in `/scan` (see per-sample feature table). + +## Dataset Format + +All acquisitions are stored in the **zea** HDF5 file format. Each `.hdf5` file is a single +acquisition with raw channel data `/data/raw_data` of shape +`(n_frames, n_tx, n_ax, n_el, n_ch)` and a fully populated `/scan` group describing the transmit +sequence (delays, focus distances, steering angles, apodization, timing). Data type: RF (n_ch=1). +No demodulation or decimation was applied during packaging beyond conversion from the USTB +Ultrasound File Format (UFF) to zea; RF data is demodulated inside the reconstruction pipeline. + +## Dataset Quantification + +**Current OpenH-RF release:** 2 HDF5 files; 3.53 GB (3,533,897,728 bytes) stored; root `zea_version` **0.1.6**. Sizes include all HDF5 contents and use decimal units (MB = 10^6 bytes, GB = 10^9 bytes, TB = 10^12 bytes), not decoded-array memory or original-source download sizes. + +- **Number of acquisitions:** 2 +- **Total channel-capture frames:** 75 +- **Train / validation / test split:** not predefined (research dataset). +- **Stored HDF5 size:** 3.53 GB (3,533,897,728 bytes). + +Per-acquisition summary: + +| Acquisition | frames | transmits | samples | elements | n_ch | fs (MHz) | fc (MHz) | size (MB) | +|---|---|---|---|---|---|---|---|---| +| `Verasonics_P2-4_apical_four_chamber_subject_1` | 25 | 101 | 2176 | 64 | 1 | 11.9 | 2.98 | 1181.42 | +| `Verasonics_P2-4_parasternal_long_subject_1` | 50 | 101 | 2176 | 64 | 1 | 11.9 | 2.98 | 2352.48 | + +Per-sample feature table: + +| Field | Shape | Dtype | Units | Description | +|---|---|---|---|---| +| `data/raw_data` | `(n_frames, n_tx, n_ax, n_el, n_ch)` | float32 | a.u. | Raw pre-beamformed RF channel data | +| `scan/sampling_frequency` | `scalar` | float32 | Hz | A/D sampling frequency | +| `scan/center_frequency` | `scalar` | float32 | Hz | Transmit pulse center frequency | +| `scan/demodulation_frequency` | `scalar` | float32 | Hz | Demodulation (carrier) frequency | +| `scan/sound_speed` | `scalar` | float32 | m/s | Assumed medium speed of sound | +| `scan/initial_times` | `(n_tx,)` | float32 | s | A/D start time per transmit | +| `scan/t0_delays` | `(n_tx, n_el)` | float32 | s | Per-element transmit fire times | +| `scan/tx_apodizations` | `(n_tx, n_el)` | float32 | - | Per-element transmit apodization | +| `scan/focus_distances` | `(n_tx,)` | float32 | m | Focus distance per transmit (0 = plane wave) | +| `scan/polar_angles` | `(n_tx,)` | float32 | rad | Transmit steering (polar) angle | +| `scan/transmit_origins` | `(n_tx, 3)` | float32 | m | Transmit beam origin (x, y, z) | +| `probe/probe_geometry` | `(n_el, 3)` | float32 | m | Element positions (x, y, z) | + +## Subject Metadata + +Healthy adult volunteer(s). Anatomy: heart (parasternal long-axis, apical four-chamber). Scanner: Verasonics Vantage 256. Probe: P4-2 phased array (64 elements). Aggregate only; no per-subject identifiers are stored. + +## Data Validation + +A Delay-And-Sum `zea.Pipeline` is provided in the **`pipeline.yaml` at the submission root** and +run by the single **`reconstruct.py` at the submission root**: +`cast -> demodulate -> delay-and-sum beamform -> envelope detect -> normalize -> log compress` +(RF is demodulated in-pipeline; IQ uses a baseband pipeline). The script is geometry-driven and +recurses into every sub-dataset folder; running `python reconstruct.py` from the root reconstructs +every `.hdf5` in the collection (or pass a folder-qualified path for a single acquisition) and writes +`_zea_bmode.png` next to each file as a portable check that the recorded geometry and timing +are correct. + +The reference B-mode images committed alongside the data (`_bmode.png`) are produced with the +UltraSound ToolBox (USTB) MATLAB Delay-And-Sum beamformer — the exact per-dataset reconstruction +used in the public USTB dataset catalog (https://unioslo.github.io/USTB/datasets.html), with +scanline transmit apodization for focused/sector acquisitions and correct sector-scan geometry. +These are the recommended reference reconstructions for visual verification. + +## Known Issues + +Focused sector acquisition: lateral resolution and field of view follow the transmit geometry. Phased-array data is best reconstructed on a polar (sector) grid. Frame counts vary per acquisition. + +## Ethical Considerations + +In-vivo data recorded from healthy adult volunteers at the University of Oslo with written informed consent for research use and data sharing, and approval from the Regional Committee for Medical and Health Research Ethics (REK), Norway. The files contain only backscattered RF channel data and acquisition parameters - no patient name, identifier, date of birth, acquisition date, facial image, or any other HHS Safe Harbor identifier is present (de-identified by construction). diff --git a/oslo/B_carotid/README.md b/oslo/B_carotid/README.md index 8a69d2119ff26ba2de4e5fdb754d72e027af1277..edb95b8c0fc6171459a0dd7bf9482a70e2ec83bd 100644 --- a/oslo/B_carotid/README.md +++ b/oslo/B_carotid/README.md @@ -1,126 +1,126 @@ ---- -pretty_name: "USTB - In-vivo Carotid (Verasonics L7-4)" -license: cc-by-4.0 -task_categories: - - image-to-image -language: - - en -tags: - - ultrasound - - rf - - openh-rf - - vascular - - carotid - - in-vivo -size_categories: - - n<1K ---- - -# USTB - In-vivo Carotid (Verasonics L7-4) - -Part of the **UltraSound ToolBox (USTB) Channel Capture Collection** contributed to the -[OpenH-RF](https://github.com/open-h/OpenH-RF) initiative. All acquisitions are stored in the -*zea* HDF5 file format (zea_version 0.1.6) and contain raw pre-beamformed -channel data (`/data/raw_data`). - -## Dataset Description - -In-vivo human carotid-artery channel-capture data acquired with a Verasonics Vantage 256 and an L7-4 linear-array probe, cross-sectional views, focused transmit imaging. Pre-beamformed RF channel data for vascular imaging and beamforming research. - -## Dataset Contributors - -University of Oslo (UiO), Department of Informatics. Primary contact: Ole Marius Hoel Rindal (omrindal@ifi.uio.no). Team: Ole Marius Hoel Rindal, Yucel Karabiyik, Sven Peter Nasholm, Andreas Austeng. - -## Dataset Creation Date - -06/23/2026 (packaging date; original acquisitions/simulations were produced between 2016 and 2023). - -## License / Terms of Use - -Released under **Creative Commons Attribution 4.0 International (CC BY 4.0)** — see the `LICENCE` -file at the submission root (this license is also declared in the YAML frontmatter above). The -contributed data is cleared for this license. The UltraSound ToolBox (USTB) Channel Capture Collection, University of Oslo. Contributed to OpenH-RF. Zenodo record 20261898. - -## Intended Usage - -Generalized reconstruction and adaptive beamforming of vascular ultrasound (RFP task 6.1). (OpenH-RF RFP task 6.1 Generalized Reconstruction). - -## Dataset Characterization - -- **Data Collection Method:** clinical -- **Labeling Method:** N/A (raw channel data; no annotations). -- **Acquisition system:** probe(s) L7-4; - element positions stored in `/probe/probe_geometry` (meters); center frequency, sampling - frequency and sound speed stored per acquisition in `/scan` (see per-sample feature table). - -## Dataset Format - -All acquisitions are stored in the **zea** HDF5 file format. Each `.hdf5` file is a single -acquisition with raw channel data `/data/raw_data` of shape -`(n_frames, n_tx, n_ax, n_el, n_ch)` and a fully populated `/scan` group describing the transmit -sequence (delays, focus distances, steering angles, apodization, timing). Data type: RF (n_ch=1). -No demodulation or decimation was applied during packaging beyond conversion from the USTB -Ultrasound File Format (UFF) to zea; RF data is demodulated inside the reconstruction pipeline. - -## Dataset Quantification - -**Current OpenH-RF release:** 3 HDF5 files; 219.48 MB (219,480,064 bytes) stored; root `zea_version` **0.1.6**. Sizes include all HDF5 contents and use decimal units (MB = 10^6 bytes, GB = 10^9 bytes, TB = 10^12 bytes), not decoded-array memory or original-source download sizes. - -- **Number of acquisitions:** 3 -- **Total channel-capture frames:** 6 -- **Train / validation / test split:** not predefined (research dataset). -- **Stored HDF5 size:** 219.48 MB (219,480,064 bytes). - -Per-acquisition summary: - -| Acquisition | frames | transmits | samples | elements | n_ch | fs (MHz) | fc (MHz) | size (MB) | -|---|---|---|---|---|---|---|---|---| -| `L7_FI_carotid_cross_1` | 2 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 82.84 | -| `L7_FI_carotid_cross_2` | 2 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 66.98 | -| `L7_FI_carotid_cross_sub_2` | 2 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 69.66 | - -Per-sample feature table: - -| Field | Shape | Dtype | Units | Description | -|---|---|---|---|---| -| `data/raw_data` | `(n_frames, n_tx, n_ax, n_el, n_ch)` | float32 | a.u. | Raw pre-beamformed RF channel data | -| `scan/sampling_frequency` | `scalar` | float32 | Hz | A/D sampling frequency | -| `scan/center_frequency` | `scalar` | float32 | Hz | Transmit pulse center frequency | -| `scan/demodulation_frequency` | `scalar` | float32 | Hz | Demodulation (carrier) frequency | -| `scan/sound_speed` | `scalar` | float32 | m/s | Assumed medium speed of sound | -| `scan/initial_times` | `(n_tx,)` | float32 | s | A/D start time per transmit | -| `scan/t0_delays` | `(n_tx, n_el)` | float32 | s | Per-element transmit fire times | -| `scan/tx_apodizations` | `(n_tx, n_el)` | float32 | - | Per-element transmit apodization | -| `scan/focus_distances` | `(n_tx,)` | float32 | m | Focus distance per transmit (0 = plane wave) | -| `scan/polar_angles` | `(n_tx,)` | float32 | rad | Transmit steering (polar) angle | -| `scan/transmit_origins` | `(n_tx, 3)` | float32 | m | Transmit beam origin (x, y, z) | -| `probe/probe_geometry` | `(n_el, 3)` | float32 | m | Element positions (x, y, z) | - -## Subject Metadata - -Healthy adult volunteer(s). Anatomy: carotid artery (cross-section). Scanner: Verasonics Vantage 256. Probe: L7-4 linear array (128 elements). Aggregate only; no per-subject identifiers. - -## Data Validation - -A Delay-And-Sum `zea.Pipeline` is provided in the **`pipeline.yaml` at the submission root** and -run by the single **`reconstruct.py` at the submission root**: -`cast -> demodulate -> delay-and-sum beamform -> envelope detect -> normalize -> log compress` -(RF is demodulated in-pipeline; IQ uses a baseband pipeline). The script is geometry-driven and -recurses into every sub-dataset folder; running `python reconstruct.py` from the root reconstructs -every `.hdf5` in the collection (or pass a folder-qualified path for a single acquisition) and writes -`_zea_bmode.png` next to each file as a portable check that the recorded geometry and timing -are correct. - -The reference B-mode images committed alongside the data (`_bmode.png`) are produced with the -UltraSound ToolBox (USTB) MATLAB Delay-And-Sum beamformer — the exact per-dataset reconstruction -used in the public USTB dataset catalog (https://unioslo.github.io/USTB/datasets.html), with -scanline transmit apodization for focused/sector acquisitions and correct sector-scan geometry. -These are the recommended reference reconstructions for visual verification. - -## Known Issues - -Single/few-frame acquisitions; focused linear imaging. - -## Ethical Considerations - -In-vivo data recorded from healthy adult volunteers at the University of Oslo with written informed consent for research use and data sharing, and approval from the Regional Committee for Medical and Health Research Ethics (REK), Norway. Files contain only RF channel data and acquisition parameters; no HHS Safe Harbor identifiers are present. +--- +pretty_name: "USTB - In-vivo Carotid (Verasonics L7-4)" +license: cc-by-4.0 +task_categories: + - image-to-image +language: + - en +tags: + - ultrasound + - rf + - openh-rf + - vascular + - carotid + - in-vivo +size_categories: + - n<1K +--- + +# USTB - In-vivo Carotid (Verasonics L7-4) + +Part of the **UltraSound ToolBox (USTB) Channel Capture Collection** contributed to the +[OpenH-RF](https://github.com/open-h/OpenH-RF) initiative. All acquisitions are stored in the +*zea* HDF5 file format (zea_version 0.1.6) and contain raw pre-beamformed +channel data (`/data/raw_data`). + +## Dataset Description + +In-vivo human carotid-artery channel-capture data acquired with a Verasonics Vantage 256 and an L7-4 linear-array probe, cross-sectional views, focused transmit imaging. Pre-beamformed RF channel data for vascular imaging and beamforming research. + +## Dataset Contributors + +University of Oslo (UiO), Department of Informatics. Primary contact: Ole Marius Hoel Rindal (omrindal@ifi.uio.no). Team: Ole Marius Hoel Rindal, Yucel Karabiyik, Sven Peter Nasholm, Andreas Austeng. + +## Dataset Creation Date + +06/23/2026 (packaging date; original acquisitions/simulations were produced between 2016 and 2023). + +## License / Terms of Use + +Released under **Creative Commons Attribution 4.0 International (CC BY 4.0)** — see the `LICENCE` +file at the submission root (this license is also declared in the YAML frontmatter above). The +contributed data is cleared for this license. The UltraSound ToolBox (USTB) Channel Capture Collection, University of Oslo. Contributed to OpenH-RF. Zenodo record 20261898. + +## Intended Usage + +Generalized reconstruction and adaptive beamforming of vascular ultrasound (RFP task 6.1). (OpenH-RF RFP task 6.1 Generalized Reconstruction). + +## Dataset Characterization + +- **Data Collection Method:** clinical +- **Labeling Method:** N/A (raw channel data; no annotations). +- **Acquisition system:** probe(s) L7-4; + element positions stored in `/probe/probe_geometry` (meters); center frequency, sampling + frequency and sound speed stored per acquisition in `/scan` (see per-sample feature table). + +## Dataset Format + +All acquisitions are stored in the **zea** HDF5 file format. Each `.hdf5` file is a single +acquisition with raw channel data `/data/raw_data` of shape +`(n_frames, n_tx, n_ax, n_el, n_ch)` and a fully populated `/scan` group describing the transmit +sequence (delays, focus distances, steering angles, apodization, timing). Data type: RF (n_ch=1). +No demodulation or decimation was applied during packaging beyond conversion from the USTB +Ultrasound File Format (UFF) to zea; RF data is demodulated inside the reconstruction pipeline. + +## Dataset Quantification + +**Current OpenH-RF release:** 3 HDF5 files; 219.48 MB (219,480,064 bytes) stored; root `zea_version` **0.1.6**. Sizes include all HDF5 contents and use decimal units (MB = 10^6 bytes, GB = 10^9 bytes, TB = 10^12 bytes), not decoded-array memory or original-source download sizes. + +- **Number of acquisitions:** 3 +- **Total channel-capture frames:** 6 +- **Train / validation / test split:** not predefined (research dataset). +- **Stored HDF5 size:** 219.48 MB (219,480,064 bytes). + +Per-acquisition summary: + +| Acquisition | frames | transmits | samples | elements | n_ch | fs (MHz) | fc (MHz) | size (MB) | +|---|---|---|---|---|---|---|---|---| +| `L7_FI_carotid_cross_1` | 2 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 82.84 | +| `L7_FI_carotid_cross_2` | 2 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 66.98 | +| `L7_FI_carotid_cross_sub_2` | 2 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 69.66 | + +Per-sample feature table: + +| Field | Shape | Dtype | Units | Description | +|---|---|---|---|---| +| `data/raw_data` | `(n_frames, n_tx, n_ax, n_el, n_ch)` | float32 | a.u. | Raw pre-beamformed RF channel data | +| `scan/sampling_frequency` | `scalar` | float32 | Hz | A/D sampling frequency | +| `scan/center_frequency` | `scalar` | float32 | Hz | Transmit pulse center frequency | +| `scan/demodulation_frequency` | `scalar` | float32 | Hz | Demodulation (carrier) frequency | +| `scan/sound_speed` | `scalar` | float32 | m/s | Assumed medium speed of sound | +| `scan/initial_times` | `(n_tx,)` | float32 | s | A/D start time per transmit | +| `scan/t0_delays` | `(n_tx, n_el)` | float32 | s | Per-element transmit fire times | +| `scan/tx_apodizations` | `(n_tx, n_el)` | float32 | - | Per-element transmit apodization | +| `scan/focus_distances` | `(n_tx,)` | float32 | m | Focus distance per transmit (0 = plane wave) | +| `scan/polar_angles` | `(n_tx,)` | float32 | rad | Transmit steering (polar) angle | +| `scan/transmit_origins` | `(n_tx, 3)` | float32 | m | Transmit beam origin (x, y, z) | +| `probe/probe_geometry` | `(n_el, 3)` | float32 | m | Element positions (x, y, z) | + +## Subject Metadata + +Healthy adult volunteer(s). Anatomy: carotid artery (cross-section). Scanner: Verasonics Vantage 256. Probe: L7-4 linear array (128 elements). Aggregate only; no per-subject identifiers. + +## Data Validation + +A Delay-And-Sum `zea.Pipeline` is provided in the **`pipeline.yaml` at the submission root** and +run by the single **`reconstruct.py` at the submission root**: +`cast -> demodulate -> delay-and-sum beamform -> envelope detect -> normalize -> log compress` +(RF is demodulated in-pipeline; IQ uses a baseband pipeline). The script is geometry-driven and +recurses into every sub-dataset folder; running `python reconstruct.py` from the root reconstructs +every `.hdf5` in the collection (or pass a folder-qualified path for a single acquisition) and writes +`_zea_bmode.png` next to each file as a portable check that the recorded geometry and timing +are correct. + +The reference B-mode images committed alongside the data (`_bmode.png`) are produced with the +UltraSound ToolBox (USTB) MATLAB Delay-And-Sum beamformer — the exact per-dataset reconstruction +used in the public USTB dataset catalog (https://unioslo.github.io/USTB/datasets.html), with +scanline transmit apodization for focused/sector acquisitions and correct sector-scan geometry. +These are the recommended reference reconstructions for visual verification. + +## Known Issues + +Single/few-frame acquisitions; focused linear imaging. + +## Ethical Considerations + +In-vivo data recorded from healthy adult volunteers at the University of Oslo with written informed consent for research use and data sharing, and approval from the Regional Committee for Medical and Health Research Ethics (REK), Norway. Files contain only RF channel data and acquisition parameters; no HHS Safe Harbor identifiers are present. diff --git a/oslo/C_verasonics_phantom/README.md b/oslo/C_verasonics_phantom/README.md index 4a46b0e74cd7f8f676792c18f476574649e83400..f34d8f8837a0085954619453edeaac605cd8931c 100644 --- a/oslo/C_verasonics_phantom/README.md +++ b/oslo/C_verasonics_phantom/README.md @@ -1,137 +1,137 @@ ---- -pretty_name: "USTB - Phantom (Verasonics L7-4 / P4)" -license: cc-by-4.0 -task_categories: - - image-to-image -language: - - en -tags: - - ultrasound - - rf - - openh-rf - - phantom - - cirs -size_categories: - - n<1K ---- - -# USTB - Phantom (Verasonics L7-4 / P4) - -Part of the **UltraSound ToolBox (USTB) Channel Capture Collection** contributed to the -[OpenH-RF](https://github.com/open-h/OpenH-RF) initiative. All acquisitions are stored in the -*zea* HDF5 file format (zea_version 0.1.6) and contain raw pre-beamformed -channel data (`/data/raw_data`). - -## Dataset Description - -Tissue-mimicking and table-top phantom channel-capture data acquired on a Verasonics Vantage 256 with L7-4 linear and P4 phased-array probes. The collection spans coherent plane-wave compounding (CPWC), focused imaging (FI), synthetic transmit aperture (STA) and diverging-wave (DW) sequences for resolution, contrast, dynamic-range and point-spread-function evaluation, including CIRS tissue-mimicking phantom targets. - -## Dataset Contributors - -University of Oslo (UiO), Department of Informatics. Primary contact: Ole Marius Hoel Rindal (omrindal@ifi.uio.no). Team: Ole Marius Hoel Rindal, Yucel Karabiyik, Sven Peter Nasholm, Andreas Austeng. - -## Dataset Creation Date - -06/23/2026 (packaging date; original acquisitions/simulations were produced between 2016 and 2023). - -## License / Terms of Use - -Released under **Creative Commons Attribution 4.0 International (CC BY 4.0)** — see the `LICENCE` -file at the submission root (this license is also declared in the YAML frontmatter above). The -contributed data is cleared for this license. The UltraSound ToolBox (USTB) Channel Capture Collection, University of Oslo. Contributed to OpenH-RF. Zenodo record 20261898. - -## Intended Usage - -Generalized reconstruction, image-quality assessment (resolution, contrast, dynamic range), and beamforming research (RFP task 6.1). Several acquisitions provide multiple transmit schemes on the same target for cross-method comparison. (OpenH-RF RFP task 6.1 Generalized Reconstruction). - -## Dataset Characterization - -- **Data Collection Method:** phantom -- **Labeling Method:** Derived (known phantom geometry, e.g. CIRS Model 040GSE where applicable). -- **Acquisition system:** probe(s) L7-4, P4-1, P4-2; - element positions stored in `/probe/probe_geometry` (meters); center frequency, sampling - frequency and sound speed stored per acquisition in `/scan` (see per-sample feature table). - -## Dataset Format - -All acquisitions are stored in the **zea** HDF5 file format. Each `.hdf5` file is a single -acquisition with raw channel data `/data/raw_data` of shape -`(n_frames, n_tx, n_ax, n_el, n_ch)` and a fully populated `/scan` group describing the transmit -sequence (delays, focus distances, steering angles, apodization, timing). Data type: RF (n_ch=1). -No demodulation or decimation was applied during packaging beyond conversion from the USTB -Ultrasound File Format (UFF) to zea; RF data is demodulated inside the reconstruction pipeline. - -## Dataset Quantification - -**Current OpenH-RF release:** 15 HDF5 files; 1.06 GB (1,058,734,080 bytes) stored; root `zea_version` **0.1.6**. Sizes include all HDF5 contents and use decimal units (MB = 10^6 bytes, GB = 10^9 bytes, TB = 10^12 bytes), not decoded-array memory or original-source download sizes. - -- **Number of acquisitions:** 15 -- **Total channel-capture frames:** 27 -- **Train / validation / test split:** not predefined (research dataset). -- **Stored HDF5 size:** 1.06 GB (1,058,734,080 bytes). - -Per-acquisition summary: - -| Acquisition | frames | transmits | samples | elements | n_ch | fs (MHz) | fc (MHz) | size (MB) | -|---|---|---|---|---|---|---|---|---| -| `experimental_dynamic_range_phantom` | 1 | 128 | 3840 | 128 | 1 | 40.8 | 5.00 | 218.23 | -| `experimental_STAI_dynamic_range` | 1 | 128 | 1920 | 128 | 1 | 20.4 | 5.00 | 109.38 | -| `FI_P4_cysts_center` | 1 | 128 | 2048 | 64 | 1 | 10.9 | 2.72 | 22.09 | -| `FI_P4_point_scatterers` | 6 | 128 | 1792 | 64 | 1 | 10.9 | 2.72 | 115.74 | -| `L7_CPWC_193328` | 3 | 15 | 1920 | 128 | 1 | 20.8 | 5.20 | 27.00 | -| `L7_CPWC_TheGB` | 1 | 11 | 1920 | 128 | 1 | 20.8 | 5.00 | 4.39 | -| `L7_DW_TheGB` | 1 | 25 | 1920 | 128 | 1 | 20.8 | 5.21 | 8.13 | -| `L7_FI_IUS2018` | 1 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 32.44 | -| `L7_FI_TheGB` | 1 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 30.34 | -| `L7_FI_Verasonics` | 1 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 110.23 | -| `L7_FI_Verasonics_CIRS` | 1 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 109.90 | -| `L7_FI_Verasonics_CIRS_points` | 1 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 110.23 | -| `L7_STA_TheGB` | 1 | 128 | 1920 | 128 | 1 | 20.8 | 5.00 | 28.97 | -| `P4_FI_121444_45mm_focus` | 6 | 128 | 1280 | 64 | 1 | 11.9 | 2.98 | 94.24 | -| `STAI_UFF_CIRS_phantom` | 1 | 128 | 2688 | 128 | 1 | 20.8 | 5.00 | 37.42 | - -Per-sample feature table: - -| Field | Shape | Dtype | Units | Description | -|---|---|---|---|---| -| `data/raw_data` | `(n_frames, n_tx, n_ax, n_el, n_ch)` | float32 | a.u. | Raw pre-beamformed RF channel data | -| `scan/sampling_frequency` | `scalar` | float32 | Hz | A/D sampling frequency | -| `scan/center_frequency` | `scalar` | float32 | Hz | Transmit pulse center frequency | -| `scan/demodulation_frequency` | `scalar` | float32 | Hz | Demodulation (carrier) frequency | -| `scan/sound_speed` | `scalar` | float32 | m/s | Assumed medium speed of sound | -| `scan/initial_times` | `(n_tx,)` | float32 | s | A/D start time per transmit | -| `scan/t0_delays` | `(n_tx, n_el)` | float32 | s | Per-element transmit fire times | -| `scan/tx_apodizations` | `(n_tx, n_el)` | float32 | - | Per-element transmit apodization | -| `scan/focus_distances` | `(n_tx,)` | float32 | m | Focus distance per transmit (0 = plane wave) | -| `scan/polar_angles` | `(n_tx,)` | float32 | rad | Transmit steering (polar) angle | -| `scan/transmit_origins` | `(n_tx, 3)` | float32 | m | Transmit beam origin (x, y, z) | -| `probe/probe_geometry` | `(n_el, 3)` | float32 | m | Element positions (x, y, z) | - -## Subject Metadata - -No human or animal subjects. Targets: CIRS tissue-mimicking phantoms and lab phantoms (wire/point targets, hypo/hyperechoic inclusions, dynamic-range targets). Probes: L7-4 (128 el.), P4 phased array. - -## Data Validation - -A Delay-And-Sum `zea.Pipeline` is provided in the **`pipeline.yaml` at the submission root** and -run by the single **`reconstruct.py` at the submission root**: -`cast -> demodulate -> delay-and-sum beamform -> envelope detect -> normalize -> log compress` -(RF is demodulated in-pipeline; IQ uses a baseband pipeline). The script is geometry-driven and -recurses into every sub-dataset folder; running `python reconstruct.py` from the root reconstructs -every `.hdf5` in the collection (or pass a folder-qualified path for a single acquisition) and writes -`_zea_bmode.png` next to each file as a portable check that the recorded geometry and timing -are correct. - -The reference B-mode images committed alongside the data (`_bmode.png`) are produced with the -UltraSound ToolBox (USTB) MATLAB Delay-And-Sum beamformer — the exact per-dataset reconstruction -used in the public USTB dataset catalog (https://unioslo.github.io/USTB/datasets.html), with -scanline transmit apodization for focused/sector acquisitions and correct sector-scan geometry. -These are the recommended reference reconstructions for visual verification. - -## Known Issues - -Mixed transmit schemes across files (CPWC / FI / STA / DW). Single-frame acquisitions for most phantoms. The reference reconstruction uses a single B-mode pipeline; per-scheme tuning may improve image quality. - -## Ethical Considerations - -Phantom / table-top acquisitions; no human or animal subjects are involved. No ethical considerations beyond standard laboratory practice. +--- +pretty_name: "USTB - Phantom (Verasonics L7-4 / P4)" +license: cc-by-4.0 +task_categories: + - image-to-image +language: + - en +tags: + - ultrasound + - rf + - openh-rf + - phantom + - cirs +size_categories: + - n<1K +--- + +# USTB - Phantom (Verasonics L7-4 / P4) + +Part of the **UltraSound ToolBox (USTB) Channel Capture Collection** contributed to the +[OpenH-RF](https://github.com/open-h/OpenH-RF) initiative. All acquisitions are stored in the +*zea* HDF5 file format (zea_version 0.1.6) and contain raw pre-beamformed +channel data (`/data/raw_data`). + +## Dataset Description + +Tissue-mimicking and table-top phantom channel-capture data acquired on a Verasonics Vantage 256 with L7-4 linear and P4 phased-array probes. The collection spans coherent plane-wave compounding (CPWC), focused imaging (FI), synthetic transmit aperture (STA) and diverging-wave (DW) sequences for resolution, contrast, dynamic-range and point-spread-function evaluation, including CIRS tissue-mimicking phantom targets. + +## Dataset Contributors + +University of Oslo (UiO), Department of Informatics. Primary contact: Ole Marius Hoel Rindal (omrindal@ifi.uio.no). Team: Ole Marius Hoel Rindal, Yucel Karabiyik, Sven Peter Nasholm, Andreas Austeng. + +## Dataset Creation Date + +06/23/2026 (packaging date; original acquisitions/simulations were produced between 2016 and 2023). + +## License / Terms of Use + +Released under **Creative Commons Attribution 4.0 International (CC BY 4.0)** — see the `LICENCE` +file at the submission root (this license is also declared in the YAML frontmatter above). The +contributed data is cleared for this license. The UltraSound ToolBox (USTB) Channel Capture Collection, University of Oslo. Contributed to OpenH-RF. Zenodo record 20261898. + +## Intended Usage + +Generalized reconstruction, image-quality assessment (resolution, contrast, dynamic range), and beamforming research (RFP task 6.1). Several acquisitions provide multiple transmit schemes on the same target for cross-method comparison. (OpenH-RF RFP task 6.1 Generalized Reconstruction). + +## Dataset Characterization + +- **Data Collection Method:** phantom +- **Labeling Method:** Derived (known phantom geometry, e.g. CIRS Model 040GSE where applicable). +- **Acquisition system:** probe(s) L7-4, P4-1, P4-2; + element positions stored in `/probe/probe_geometry` (meters); center frequency, sampling + frequency and sound speed stored per acquisition in `/scan` (see per-sample feature table). + +## Dataset Format + +All acquisitions are stored in the **zea** HDF5 file format. Each `.hdf5` file is a single +acquisition with raw channel data `/data/raw_data` of shape +`(n_frames, n_tx, n_ax, n_el, n_ch)` and a fully populated `/scan` group describing the transmit +sequence (delays, focus distances, steering angles, apodization, timing). Data type: RF (n_ch=1). +No demodulation or decimation was applied during packaging beyond conversion from the USTB +Ultrasound File Format (UFF) to zea; RF data is demodulated inside the reconstruction pipeline. + +## Dataset Quantification + +**Current OpenH-RF release:** 15 HDF5 files; 1.06 GB (1,058,734,080 bytes) stored; root `zea_version` **0.1.6**. Sizes include all HDF5 contents and use decimal units (MB = 10^6 bytes, GB = 10^9 bytes, TB = 10^12 bytes), not decoded-array memory or original-source download sizes. + +- **Number of acquisitions:** 15 +- **Total channel-capture frames:** 27 +- **Train / validation / test split:** not predefined (research dataset). +- **Stored HDF5 size:** 1.06 GB (1,058,734,080 bytes). + +Per-acquisition summary: + +| Acquisition | frames | transmits | samples | elements | n_ch | fs (MHz) | fc (MHz) | size (MB) | +|---|---|---|---|---|---|---|---|---| +| `experimental_dynamic_range_phantom` | 1 | 128 | 3840 | 128 | 1 | 40.8 | 5.00 | 218.23 | +| `experimental_STAI_dynamic_range` | 1 | 128 | 1920 | 128 | 1 | 20.4 | 5.00 | 109.38 | +| `FI_P4_cysts_center` | 1 | 128 | 2048 | 64 | 1 | 10.9 | 2.72 | 22.09 | +| `FI_P4_point_scatterers` | 6 | 128 | 1792 | 64 | 1 | 10.9 | 2.72 | 115.74 | +| `L7_CPWC_193328` | 3 | 15 | 1920 | 128 | 1 | 20.8 | 5.20 | 27.00 | +| `L7_CPWC_TheGB` | 1 | 11 | 1920 | 128 | 1 | 20.8 | 5.00 | 4.39 | +| `L7_DW_TheGB` | 1 | 25 | 1920 | 128 | 1 | 20.8 | 5.21 | 8.13 | +| `L7_FI_IUS2018` | 1 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 32.44 | +| `L7_FI_TheGB` | 1 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 30.34 | +| `L7_FI_Verasonics` | 1 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 110.23 | +| `L7_FI_Verasonics_CIRS` | 1 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 109.90 | +| `L7_FI_Verasonics_CIRS_points` | 1 | 128 | 1920 | 128 | 1 | 20.8 | 5.21 | 110.23 | +| `L7_STA_TheGB` | 1 | 128 | 1920 | 128 | 1 | 20.8 | 5.00 | 28.97 | +| `P4_FI_121444_45mm_focus` | 6 | 128 | 1280 | 64 | 1 | 11.9 | 2.98 | 94.24 | +| `STAI_UFF_CIRS_phantom` | 1 | 128 | 2688 | 128 | 1 | 20.8 | 5.00 | 37.42 | + +Per-sample feature table: + +| Field | Shape | Dtype | Units | Description | +|---|---|---|---|---| +| `data/raw_data` | `(n_frames, n_tx, n_ax, n_el, n_ch)` | float32 | a.u. | Raw pre-beamformed RF channel data | +| `scan/sampling_frequency` | `scalar` | float32 | Hz | A/D sampling frequency | +| `scan/center_frequency` | `scalar` | float32 | Hz | Transmit pulse center frequency | +| `scan/demodulation_frequency` | `scalar` | float32 | Hz | Demodulation (carrier) frequency | +| `scan/sound_speed` | `scalar` | float32 | m/s | Assumed medium speed of sound | +| `scan/initial_times` | `(n_tx,)` | float32 | s | A/D start time per transmit | +| `scan/t0_delays` | `(n_tx, n_el)` | float32 | s | Per-element transmit fire times | +| `scan/tx_apodizations` | `(n_tx, n_el)` | float32 | - | Per-element transmit apodization | +| `scan/focus_distances` | `(n_tx,)` | float32 | m | Focus distance per transmit (0 = plane wave) | +| `scan/polar_angles` | `(n_tx,)` | float32 | rad | Transmit steering (polar) angle | +| `scan/transmit_origins` | `(n_tx, 3)` | float32 | m | Transmit beam origin (x, y, z) | +| `probe/probe_geometry` | `(n_el, 3)` | float32 | m | Element positions (x, y, z) | + +## Subject Metadata + +No human or animal subjects. Targets: CIRS tissue-mimicking phantoms and lab phantoms (wire/point targets, hypo/hyperechoic inclusions, dynamic-range targets). Probes: L7-4 (128 el.), P4 phased array. + +## Data Validation + +A Delay-And-Sum `zea.Pipeline` is provided in the **`pipeline.yaml` at the submission root** and +run by the single **`reconstruct.py` at the submission root**: +`cast -> demodulate -> delay-and-sum beamform -> envelope detect -> normalize -> log compress` +(RF is demodulated in-pipeline; IQ uses a baseband pipeline). The script is geometry-driven and +recurses into every sub-dataset folder; running `python reconstruct.py` from the root reconstructs +every `.hdf5` in the collection (or pass a folder-qualified path for a single acquisition) and writes +`_zea_bmode.png` next to each file as a portable check that the recorded geometry and timing +are correct. + +The reference B-mode images committed alongside the data (`_bmode.png`) are produced with the +UltraSound ToolBox (USTB) MATLAB Delay-And-Sum beamformer — the exact per-dataset reconstruction +used in the public USTB dataset catalog (https://unioslo.github.io/USTB/datasets.html), with +scanline transmit apodization for focused/sector acquisitions and correct sector-scan geometry. +These are the recommended reference reconstructions for visual verification. + +## Known Issues + +Mixed transmit schemes across files (CPWC / FI / STA / DW). Single-frame acquisitions for most phantoms. The reference reconstruction uses a single B-mode pipeline; per-scheme tuning may improve image quality. + +## Ethical Considerations + +Phantom / table-top acquisitions; no human or animal subjects are involved. No ethical considerations beyond standard laboratory practice. diff --git a/oslo/D_alpinion_phantom/README.md b/oslo/D_alpinion_phantom/README.md index 16363fbdfdacdc622ea0c21b545d4c2c2fc0f318..8f8a90e5ad4f43c0927a7bb943f90aee25d96c98 100644 --- a/oslo/D_alpinion_phantom/README.md +++ b/oslo/D_alpinion_phantom/README.md @@ -1,126 +1,126 @@ ---- -pretty_name: "USTB - Phantom (Alpinion L3-8)" -license: cc-by-4.0 -task_categories: - - image-to-image -language: - - en -tags: - - ultrasound - - rf - - openh-rf - - phantom - - alpinion -size_categories: - - n<1K ---- - -# USTB - Phantom (Alpinion L3-8) - -Part of the **UltraSound ToolBox (USTB) Channel Capture Collection** contributed to the -[OpenH-RF](https://github.com/open-h/OpenH-RF) initiative. All acquisitions are stored in the -*zea* HDF5 file format (zea_version 0.1.6) and contain raw pre-beamformed -channel data (`/data/raw_data`). - -## Dataset Description - -Phantom channel-capture data acquired on an Alpinion E-Cube 12R research scanner with an L3-8 linear-array probe. Hypoechoic and hyperechoic targets imaged with focused (FI) and coherent plane-wave compounding (CPWC) sequences. - -## Dataset Contributors - -University of Oslo (UiO), Department of Informatics. Primary contact: Ole Marius Hoel Rindal (omrindal@ifi.uio.no). Team: Ole Marius Hoel Rindal, Yucel Karabiyik, Sven Peter Nasholm, Andreas Austeng. - -## Dataset Creation Date - -06/23/2026 (packaging date; original acquisitions/simulations were produced between 2016 and 2023). - -## License / Terms of Use - -Released under **Creative Commons Attribution 4.0 International (CC BY 4.0)** — see the `LICENCE` -file at the submission root (this license is also declared in the YAML frontmatter above). The -contributed data is cleared for this license. The UltraSound ToolBox (USTB) Channel Capture Collection, University of Oslo. Contributed to OpenH-RF. Zenodo record 20261898. - -## Intended Usage - -Generalized reconstruction and image-quality assessment on a second hardware platform (RFP task 6.1); cross-vendor robustness studies. (OpenH-RF RFP task 6.1 Generalized Reconstruction). - -## Dataset Characterization - -- **Data Collection Method:** phantom -- **Labeling Method:** Derived (known phantom target types). -- **Acquisition system:** probe(s) L3-8; - element positions stored in `/probe/probe_geometry` (meters); center frequency, sampling - frequency and sound speed stored per acquisition in `/scan` (see per-sample feature table). - -## Dataset Format - -All acquisitions are stored in the **zea** HDF5 file format. Each `.hdf5` file is a single -acquisition with raw channel data `/data/raw_data` of shape -`(n_frames, n_tx, n_ax, n_el, n_ch)` and a fully populated `/scan` group describing the transmit -sequence (delays, focus distances, steering angles, apodization, timing). Data type: RF (n_ch=1). -No demodulation or decimation was applied during packaging beyond conversion from the USTB -Ultrasound File Format (UFF) to zea; RF data is demodulated inside the reconstruction pipeline. - -## Dataset Quantification - -**Current OpenH-RF release:** 4 HDF5 files; 466.42 MB (466,419,712 bytes) stored; root `zea_version` **0.1.6**. Sizes include all HDF5 contents and use decimal units (MB = 10^6 bytes, GB = 10^9 bytes, TB = 10^12 bytes), not decoded-array memory or original-source download sizes. - -- **Number of acquisitions:** 4 -- **Total channel-capture frames:** 4 -- **Train / validation / test split:** not predefined (research dataset). -- **Stored HDF5 size:** 466.42 MB (466,419,712 bytes). - -Per-acquisition summary: - -| Acquisition | frames | transmits | samples | elements | n_ch | fs (MHz) | fc (MHz) | size (MB) | -|---|---|---|---|---|---|---|---|---| -| `Alpinion_L3-8_CPWC_hyperechoic_scatterers` | 1 | 21 | 4352 | 128 | 1 | 40.0 | 6.00 | 40.89 | -| `Alpinion_L3-8_CPWC_hypoechoic` | 1 | 21 | 4352 | 128 | 1 | 40.0 | 6.00 | 40.96 | -| `Alpinion_L3-8_FI_hyperechoic_scatterers` | 1 | 256 | 3474 | 128 | 1 | 40.0 | 6.00 | 192.35 | -| `Alpinion_L3-8_FI_hypoechoic` | 1 | 256 | 3474 | 128 | 1 | 40.0 | 6.00 | 192.22 | - -Per-sample feature table: - -| Field | Shape | Dtype | Units | Description | -|---|---|---|---|---| -| `data/raw_data` | `(n_frames, n_tx, n_ax, n_el, n_ch)` | float32 | a.u. | Raw pre-beamformed RF channel data | -| `scan/sampling_frequency` | `scalar` | float32 | Hz | A/D sampling frequency | -| `scan/center_frequency` | `scalar` | float32 | Hz | Transmit pulse center frequency | -| `scan/demodulation_frequency` | `scalar` | float32 | Hz | Demodulation (carrier) frequency | -| `scan/sound_speed` | `scalar` | float32 | m/s | Assumed medium speed of sound | -| `scan/initial_times` | `(n_tx,)` | float32 | s | A/D start time per transmit | -| `scan/t0_delays` | `(n_tx, n_el)` | float32 | s | Per-element transmit fire times | -| `scan/tx_apodizations` | `(n_tx, n_el)` | float32 | - | Per-element transmit apodization | -| `scan/focus_distances` | `(n_tx,)` | float32 | m | Focus distance per transmit (0 = plane wave) | -| `scan/polar_angles` | `(n_tx,)` | float32 | rad | Transmit steering (polar) angle | -| `scan/transmit_origins` | `(n_tx, 3)` | float32 | m | Transmit beam origin (x, y, z) | -| `probe/probe_geometry` | `(n_el, 3)` | float32 | m | Element positions (x, y, z) | - -## Subject Metadata - -No human or animal subjects. Targets: hypoechoic/hyperechoic phantom inclusions. Scanner: Alpinion E-Cube 12R. Probe: L3-8 linear array (128 elements). - -## Data Validation - -A Delay-And-Sum `zea.Pipeline` is provided in the **`pipeline.yaml` at the submission root** and -run by the single **`reconstruct.py` at the submission root**: -`cast -> demodulate -> delay-and-sum beamform -> envelope detect -> normalize -> log compress` -(RF is demodulated in-pipeline; IQ uses a baseband pipeline). The script is geometry-driven and -recurses into every sub-dataset folder; running `python reconstruct.py` from the root reconstructs -every `.hdf5` in the collection (or pass a folder-qualified path for a single acquisition) and writes -`_zea_bmode.png` next to each file as a portable check that the recorded geometry and timing -are correct. - -The reference B-mode images committed alongside the data (`_bmode.png`) are produced with the -UltraSound ToolBox (USTB) MATLAB Delay-And-Sum beamformer — the exact per-dataset reconstruction -used in the public USTB dataset catalog (https://unioslo.github.io/USTB/datasets.html), with -scanline transmit apodization for focused/sector acquisitions and correct sector-scan geometry. -These are the recommended reference reconstructions for visual verification. - -## Known Issues - -Single-frame acquisitions; two transmit schemes (FI, CPWC). - -## Ethical Considerations - -Phantom acquisitions; no human or animal subjects. No ethical considerations beyond standard laboratory practice. +--- +pretty_name: "USTB - Phantom (Alpinion L3-8)" +license: cc-by-4.0 +task_categories: + - image-to-image +language: + - en +tags: + - ultrasound + - rf + - openh-rf + - phantom + - alpinion +size_categories: + - n<1K +--- + +# USTB - Phantom (Alpinion L3-8) + +Part of the **UltraSound ToolBox (USTB) Channel Capture Collection** contributed to the +[OpenH-RF](https://github.com/open-h/OpenH-RF) initiative. All acquisitions are stored in the +*zea* HDF5 file format (zea_version 0.1.6) and contain raw pre-beamformed +channel data (`/data/raw_data`). + +## Dataset Description + +Phantom channel-capture data acquired on an Alpinion E-Cube 12R research scanner with an L3-8 linear-array probe. Hypoechoic and hyperechoic targets imaged with focused (FI) and coherent plane-wave compounding (CPWC) sequences. + +## Dataset Contributors + +University of Oslo (UiO), Department of Informatics. Primary contact: Ole Marius Hoel Rindal (omrindal@ifi.uio.no). Team: Ole Marius Hoel Rindal, Yucel Karabiyik, Sven Peter Nasholm, Andreas Austeng. + +## Dataset Creation Date + +06/23/2026 (packaging date; original acquisitions/simulations were produced between 2016 and 2023). + +## License / Terms of Use + +Released under **Creative Commons Attribution 4.0 International (CC BY 4.0)** — see the `LICENCE` +file at the submission root (this license is also declared in the YAML frontmatter above). The +contributed data is cleared for this license. The UltraSound ToolBox (USTB) Channel Capture Collection, University of Oslo. Contributed to OpenH-RF. Zenodo record 20261898. + +## Intended Usage + +Generalized reconstruction and image-quality assessment on a second hardware platform (RFP task 6.1); cross-vendor robustness studies. (OpenH-RF RFP task 6.1 Generalized Reconstruction). + +## Dataset Characterization + +- **Data Collection Method:** phantom +- **Labeling Method:** Derived (known phantom target types). +- **Acquisition system:** probe(s) L3-8; + element positions stored in `/probe/probe_geometry` (meters); center frequency, sampling + frequency and sound speed stored per acquisition in `/scan` (see per-sample feature table). + +## Dataset Format + +All acquisitions are stored in the **zea** HDF5 file format. Each `.hdf5` file is a single +acquisition with raw channel data `/data/raw_data` of shape +`(n_frames, n_tx, n_ax, n_el, n_ch)` and a fully populated `/scan` group describing the transmit +sequence (delays, focus distances, steering angles, apodization, timing). Data type: RF (n_ch=1). +No demodulation or decimation was applied during packaging beyond conversion from the USTB +Ultrasound File Format (UFF) to zea; RF data is demodulated inside the reconstruction pipeline. + +## Dataset Quantification + +**Current OpenH-RF release:** 4 HDF5 files; 466.42 MB (466,419,712 bytes) stored; root `zea_version` **0.1.6**. Sizes include all HDF5 contents and use decimal units (MB = 10^6 bytes, GB = 10^9 bytes, TB = 10^12 bytes), not decoded-array memory or original-source download sizes. + +- **Number of acquisitions:** 4 +- **Total channel-capture frames:** 4 +- **Train / validation / test split:** not predefined (research dataset). +- **Stored HDF5 size:** 466.42 MB (466,419,712 bytes). + +Per-acquisition summary: + +| Acquisition | frames | transmits | samples | elements | n_ch | fs (MHz) | fc (MHz) | size (MB) | +|---|---|---|---|---|---|---|---|---| +| `Alpinion_L3-8_CPWC_hyperechoic_scatterers` | 1 | 21 | 4352 | 128 | 1 | 40.0 | 6.00 | 40.89 | +| `Alpinion_L3-8_CPWC_hypoechoic` | 1 | 21 | 4352 | 128 | 1 | 40.0 | 6.00 | 40.96 | +| `Alpinion_L3-8_FI_hyperechoic_scatterers` | 1 | 256 | 3474 | 128 | 1 | 40.0 | 6.00 | 192.35 | +| `Alpinion_L3-8_FI_hypoechoic` | 1 | 256 | 3474 | 128 | 1 | 40.0 | 6.00 | 192.22 | + +Per-sample feature table: + +| Field | Shape | Dtype | Units | Description | +|---|---|---|---|---| +| `data/raw_data` | `(n_frames, n_tx, n_ax, n_el, n_ch)` | float32 | a.u. | Raw pre-beamformed RF channel data | +| `scan/sampling_frequency` | `scalar` | float32 | Hz | A/D sampling frequency | +| `scan/center_frequency` | `scalar` | float32 | Hz | Transmit pulse center frequency | +| `scan/demodulation_frequency` | `scalar` | float32 | Hz | Demodulation (carrier) frequency | +| `scan/sound_speed` | `scalar` | float32 | m/s | Assumed medium speed of sound | +| `scan/initial_times` | `(n_tx,)` | float32 | s | A/D start time per transmit | +| `scan/t0_delays` | `(n_tx, n_el)` | float32 | s | Per-element transmit fire times | +| `scan/tx_apodizations` | `(n_tx, n_el)` | float32 | - | Per-element transmit apodization | +| `scan/focus_distances` | `(n_tx,)` | float32 | m | Focus distance per transmit (0 = plane wave) | +| `scan/polar_angles` | `(n_tx,)` | float32 | rad | Transmit steering (polar) angle | +| `scan/transmit_origins` | `(n_tx, 3)` | float32 | m | Transmit beam origin (x, y, z) | +| `probe/probe_geometry` | `(n_el, 3)` | float32 | m | Element positions (x, y, z) | + +## Subject Metadata + +No human or animal subjects. Targets: hypoechoic/hyperechoic phantom inclusions. Scanner: Alpinion E-Cube 12R. Probe: L3-8 linear array (128 elements). + +## Data Validation + +A Delay-And-Sum `zea.Pipeline` is provided in the **`pipeline.yaml` at the submission root** and +run by the single **`reconstruct.py` at the submission root**: +`cast -> demodulate -> delay-and-sum beamform -> envelope detect -> normalize -> log compress` +(RF is demodulated in-pipeline; IQ uses a baseband pipeline). The script is geometry-driven and +recurses into every sub-dataset folder; running `python reconstruct.py` from the root reconstructs +every `.hdf5` in the collection (or pass a folder-qualified path for a single acquisition) and writes +`_zea_bmode.png` next to each file as a portable check that the recorded geometry and timing +are correct. + +The reference B-mode images committed alongside the data (`_bmode.png`) are produced with the +UltraSound ToolBox (USTB) MATLAB Delay-And-Sum beamformer — the exact per-dataset reconstruction +used in the public USTB dataset catalog (https://unioslo.github.io/USTB/datasets.html), with +scanline transmit apodization for focused/sector acquisitions and correct sector-scan geometry. +These are the recommended reference reconstructions for visual verification. + +## Known Issues + +Single-frame acquisitions; two transmit schemes (FI, CPWC). + +## Ethical Considerations + +Phantom acquisitions; no human or animal subjects. No ethical considerations beyond standard laboratory practice. diff --git a/oslo/E_simulation/README.md b/oslo/E_simulation/README.md index 79e8c56268b42153683c1426d4e1a0b2ee32d077..d64110da2f78d326838333b546a69ad458e0b7a3 100644 --- a/oslo/E_simulation/README.md +++ b/oslo/E_simulation/README.md @@ -1,134 +1,134 @@ ---- -pretty_name: "USTB - Simulation (Field II)" -license: cc-by-4.0 -task_categories: - - image-to-image -language: - - en -tags: - - ultrasound - - rf - - openh-rf - - simulation - - field-ii - - synthetic -size_categories: - - n<1K ---- - -# USTB - Simulation (Field II) - -Part of the **UltraSound ToolBox (USTB) Channel Capture Collection** contributed to the -[OpenH-RF](https://github.com/open-h/OpenH-RF) initiative. All acquisitions are stored in the -*zea* HDF5 file format (zea_version 0.1.6) and contain raw pre-beamformed -channel data (`/data/raw_data`). - -## Dataset Description - -Physics-based synthetic channel-capture data generated with the Field II ultrasound simulation framework. The collection covers point scatterers, cysts, speckle, dynamic-range targets and blocked-array (aperture-apodized) configurations, using linear (L7-4-like) and phased (P4-like) virtual probes with CPWC, FI and STA sequences. Because the scattering medium is fully defined, exact ground-truth scatterer positions and medium parameters are known. One numerical calibration acquisition (PICMUS_numerical_calib_v2) was created in collaboration with our group as part of the PICMUS effort; it is included here while the other PICMUS datasets are excluded (see Known Issues). - -## Dataset Contributors - -University of Oslo (UiO), Department of Informatics. Primary contact: Ole Marius Hoel Rindal (omrindal@ifi.uio.no). Team: Ole Marius Hoel Rindal, Yucel Karabiyik, Sven Peter Nasholm, Andreas Austeng. - -## Dataset Creation Date - -06/23/2026 (packaging date; original acquisitions/simulations were produced between 2016 and 2023). - -## License / Terms of Use - -Released under **Creative Commons Attribution 4.0 International (CC BY 4.0)** — see the `LICENCE` -file at the submission root (this license is also declared in the YAML frontmatter above). The -contributed data is cleared for this license. The UltraSound ToolBox (USTB) Channel Capture Collection, University of Oslo. Contributed to OpenH-RF. Zenodo record 20261898. - -## Intended Usage - -Generalized reconstruction, beamformer development and validation with known ground truth (RFP task 6.1); resolution/contrast/dynamic-range characterization; training/validation of learned reconstruction methods. (OpenH-RF RFP task 6.1 Generalized Reconstruction). - -## Dataset Characterization - -- **Data Collection Method:** synthetic -- **Labeling Method:** Synthetic ground truth (known scatterer positions and medium parameters). -- **Acquisition system:** probe(s) L7-4, P4-1; - element positions stored in `/probe/probe_geometry` (meters); center frequency, sampling - frequency and sound speed stored per acquisition in `/scan` (see per-sample feature table). - -## Dataset Format - -All acquisitions are stored in the **zea** HDF5 file format. Each `.hdf5` file is a single -acquisition with raw channel data `/data/raw_data` of shape -`(n_frames, n_tx, n_ax, n_el, n_ch)` and a fully populated `/scan` group describing the transmit -sequence (delays, focus distances, steering angles, apodization, timing). Data type: RF/IQ (n_ch in [1, 2]). -No demodulation or decimation was applied during packaging beyond conversion from the USTB -Ultrasound File Format (UFF) to zea; RF data is demodulated inside the reconstruction pipeline. - -## Dataset Quantification - -**Current OpenH-RF release:** 11 HDF5 files; 2.98 GB (2,980,642,816 bytes) stored; root `zea_version` **0.1.6**. Sizes include all HDF5 contents and use decimal units (MB = 10^6 bytes, GB = 10^9 bytes, TB = 10^12 bytes), not decoded-array memory or original-source download sizes. - -- **Number of acquisitions:** 11 -- **Total channel-capture frames:** 17 -- **Train / validation / test split:** not predefined (research dataset). -- **Stored HDF5 size:** 2.98 GB (2,980,642,816 bytes). - -Per-acquisition summary: - -| Acquisition | frames | transmits | samples | elements | n_ch | fs (MHz) | fc (MHz) | size (MB) | -|---|---|---|---|---|---|---|---|---| -| `FieldII_CPWC_point_scatterers_res_v2` | 7 | 1 | 7792 | 128 | 1 | 100.0 | 5.16 | 2.10 | -| `FieldII_CPWC_simulation_v2` | 1 | 1 | 6494 | 128 | 1 | 100.0 | 5.13 | 0.92 | -| `FieldII_P4_point_scatterers` | 1 | 128 | 14349 | 64 | 1 | 100.0 | 2.56 | 406.13 | -| `FieldII_speckle_DMASsimulation300000pts` | 1 | 96 | 10570 | 128 | 1 | 100.0 | 3.50 | 200.67 | -| `FieldII_STAI_dynamic_range` | 1 | 128 | 7792 | 128 | 1 | 100.0 | 5.13 | 355.40 | -| `FieldII_STAI_simulated_dynamic_range` | 1 | 128 | 7792 | 128 | 1 | 100.0 | 5.13 | 347.60 | -| `FieldII_STAI_uniform_fov` | 1 | 128 | 2771 | 128 | 1 | 25.0 | 5.13 | 125.57 | -| `PICMUS_numerical_calib_v2` | 1 | 5 | 445 | 128 | 2 | 5.2 | 5.21 | 2.16 | -| `speckle_sim_FI_P4_probe_apod_1_speckle_long_many_angles` | 1 | 150 | 15786 | 64 | 1 | 100.0 | 2.56 | 506.40 | -| `speckle_sim_FI_P4_probe_apod_2_speckle_long_many_angles` | 1 | 150 | 15786 | 64 | 1 | 100.0 | 2.56 | 512.49 | -| `speckle_sim_FI_P4_probe_apod_3_speckle_long_many_angles` | 1 | 150 | 15786 | 64 | 1 | 100.0 | 2.56 | 521.21 | - -Per-sample feature table: - -| Field | Shape | Dtype | Units | Description | -|---|---|---|---|---| -| `data/raw_data` | `(n_frames, n_tx, n_ax, n_el, n_ch)` | float32 | a.u. | Raw pre-beamformed RF channel data | -| `scan/sampling_frequency` | `scalar` | float32 | Hz | A/D sampling frequency | -| `scan/center_frequency` | `scalar` | float32 | Hz | Transmit pulse center frequency | -| `scan/demodulation_frequency` | `scalar` | float32 | Hz | Demodulation (carrier) frequency | -| `scan/sound_speed` | `scalar` | float32 | m/s | Assumed medium speed of sound | -| `scan/initial_times` | `(n_tx,)` | float32 | s | A/D start time per transmit | -| `scan/t0_delays` | `(n_tx, n_el)` | float32 | s | Per-element transmit fire times | -| `scan/tx_apodizations` | `(n_tx, n_el)` | float32 | - | Per-element transmit apodization | -| `scan/focus_distances` | `(n_tx,)` | float32 | m | Focus distance per transmit (0 = plane wave) | -| `scan/polar_angles` | `(n_tx,)` | float32 | rad | Transmit steering (polar) angle | -| `scan/transmit_origins` | `(n_tx, 3)` | float32 | m | Transmit beam origin (x, y, z) | -| `probe/probe_geometry` | `(n_el, 3)` | float32 | m | Element positions (x, y, z) | - -## Subject Metadata - -No human or animal subjects. Synthetic media simulated with Field II. Virtual probes: L7-4-like linear and P4-like phased arrays. - -## Data Validation - -A Delay-And-Sum `zea.Pipeline` is provided in the **`pipeline.yaml` at the submission root** and -run by the single **`reconstruct.py` at the submission root**: -`cast -> demodulate -> delay-and-sum beamform -> envelope detect -> normalize -> log compress` -(RF is demodulated in-pipeline; IQ uses a baseband pipeline). The script is geometry-driven and -recurses into every sub-dataset folder; running `python reconstruct.py` from the root reconstructs -every `.hdf5` in the collection (or pass a folder-qualified path for a single acquisition) and writes -`_zea_bmode.png` next to each file as a portable check that the recorded geometry and timing -are correct. - -The reference B-mode images committed alongside the data (`_bmode.png`) are produced with the -UltraSound ToolBox (USTB) MATLAB Delay-And-Sum beamformer — the exact per-dataset reconstruction -used in the public USTB dataset catalog (https://unioslo.github.io/USTB/datasets.html), with -scanline transmit apodization for focused/sector acquisitions and correct sector-scan geometry. -These are the recommended reference reconstructions for visual verification. - -## Known Issues - -PICMUS calibration: 'PICMUS_numerical_calib_v2' was created in collaboration with our group as part of the PICMUS (Plane-wave Imaging Challenge in Medical UltraSound, IEEE IUS 2016) effort, and is therefore included here. The other PICMUS acquisitions (in-vivo carotid, experimental and simulated resolution/contrast) are deliberately excluded from this submission. Simulation framework: Field II (Jensen et al.). - -## Ethical Considerations - -Fully synthetic data generated with the Field II simulation framework; no human or animal subjects. No personal data is present. The included numerical calibration file was produced in collaboration with our group as part of the PICMUS effort (IEEE IUS 2016) and is released here under CC BY 4.0. +--- +pretty_name: "USTB - Simulation (Field II)" +license: cc-by-4.0 +task_categories: + - image-to-image +language: + - en +tags: + - ultrasound + - rf + - openh-rf + - simulation + - field-ii + - synthetic +size_categories: + - n<1K +--- + +# USTB - Simulation (Field II) + +Part of the **UltraSound ToolBox (USTB) Channel Capture Collection** contributed to the +[OpenH-RF](https://github.com/open-h/OpenH-RF) initiative. All acquisitions are stored in the +*zea* HDF5 file format (zea_version 0.1.6) and contain raw pre-beamformed +channel data (`/data/raw_data`). + +## Dataset Description + +Physics-based synthetic channel-capture data generated with the Field II ultrasound simulation framework. The collection covers point scatterers, cysts, speckle, dynamic-range targets and blocked-array (aperture-apodized) configurations, using linear (L7-4-like) and phased (P4-like) virtual probes with CPWC, FI and STA sequences. Because the scattering medium is fully defined, exact ground-truth scatterer positions and medium parameters are known. One numerical calibration acquisition (PICMUS_numerical_calib_v2) was created in collaboration with our group as part of the PICMUS effort; it is included here while the other PICMUS datasets are excluded (see Known Issues). + +## Dataset Contributors + +University of Oslo (UiO), Department of Informatics. Primary contact: Ole Marius Hoel Rindal (omrindal@ifi.uio.no). Team: Ole Marius Hoel Rindal, Yucel Karabiyik, Sven Peter Nasholm, Andreas Austeng. + +## Dataset Creation Date + +06/23/2026 (packaging date; original acquisitions/simulations were produced between 2016 and 2023). + +## License / Terms of Use + +Released under **Creative Commons Attribution 4.0 International (CC BY 4.0)** — see the `LICENCE` +file at the submission root (this license is also declared in the YAML frontmatter above). The +contributed data is cleared for this license. The UltraSound ToolBox (USTB) Channel Capture Collection, University of Oslo. Contributed to OpenH-RF. Zenodo record 20261898. + +## Intended Usage + +Generalized reconstruction, beamformer development and validation with known ground truth (RFP task 6.1); resolution/contrast/dynamic-range characterization; training/validation of learned reconstruction methods. (OpenH-RF RFP task 6.1 Generalized Reconstruction). + +## Dataset Characterization + +- **Data Collection Method:** synthetic +- **Labeling Method:** Synthetic ground truth (known scatterer positions and medium parameters). +- **Acquisition system:** probe(s) L7-4, P4-1; + element positions stored in `/probe/probe_geometry` (meters); center frequency, sampling + frequency and sound speed stored per acquisition in `/scan` (see per-sample feature table). + +## Dataset Format + +All acquisitions are stored in the **zea** HDF5 file format. Each `.hdf5` file is a single +acquisition with raw channel data `/data/raw_data` of shape +`(n_frames, n_tx, n_ax, n_el, n_ch)` and a fully populated `/scan` group describing the transmit +sequence (delays, focus distances, steering angles, apodization, timing). Data type: RF/IQ (n_ch in [1, 2]). +No demodulation or decimation was applied during packaging beyond conversion from the USTB +Ultrasound File Format (UFF) to zea; RF data is demodulated inside the reconstruction pipeline. + +## Dataset Quantification + +**Current OpenH-RF release:** 11 HDF5 files; 2.98 GB (2,980,642,816 bytes) stored; root `zea_version` **0.1.6**. Sizes include all HDF5 contents and use decimal units (MB = 10^6 bytes, GB = 10^9 bytes, TB = 10^12 bytes), not decoded-array memory or original-source download sizes. + +- **Number of acquisitions:** 11 +- **Total channel-capture frames:** 17 +- **Train / validation / test split:** not predefined (research dataset). +- **Stored HDF5 size:** 2.98 GB (2,980,642,816 bytes). + +Per-acquisition summary: + +| Acquisition | frames | transmits | samples | elements | n_ch | fs (MHz) | fc (MHz) | size (MB) | +|---|---|---|---|---|---|---|---|---| +| `FieldII_CPWC_point_scatterers_res_v2` | 7 | 1 | 7792 | 128 | 1 | 100.0 | 5.16 | 2.10 | +| `FieldII_CPWC_simulation_v2` | 1 | 1 | 6494 | 128 | 1 | 100.0 | 5.13 | 0.92 | +| `FieldII_P4_point_scatterers` | 1 | 128 | 14349 | 64 | 1 | 100.0 | 2.56 | 406.13 | +| `FieldII_speckle_DMASsimulation300000pts` | 1 | 96 | 10570 | 128 | 1 | 100.0 | 3.50 | 200.67 | +| `FieldII_STAI_dynamic_range` | 1 | 128 | 7792 | 128 | 1 | 100.0 | 5.13 | 355.40 | +| `FieldII_STAI_simulated_dynamic_range` | 1 | 128 | 7792 | 128 | 1 | 100.0 | 5.13 | 347.60 | +| `FieldII_STAI_uniform_fov` | 1 | 128 | 2771 | 128 | 1 | 25.0 | 5.13 | 125.57 | +| `PICMUS_numerical_calib_v2` | 1 | 5 | 445 | 128 | 2 | 5.2 | 5.21 | 2.16 | +| `speckle_sim_FI_P4_probe_apod_1_speckle_long_many_angles` | 1 | 150 | 15786 | 64 | 1 | 100.0 | 2.56 | 506.40 | +| `speckle_sim_FI_P4_probe_apod_2_speckle_long_many_angles` | 1 | 150 | 15786 | 64 | 1 | 100.0 | 2.56 | 512.49 | +| `speckle_sim_FI_P4_probe_apod_3_speckle_long_many_angles` | 1 | 150 | 15786 | 64 | 1 | 100.0 | 2.56 | 521.21 | + +Per-sample feature table: + +| Field | Shape | Dtype | Units | Description | +|---|---|---|---|---| +| `data/raw_data` | `(n_frames, n_tx, n_ax, n_el, n_ch)` | float32 | a.u. | Raw pre-beamformed RF channel data | +| `scan/sampling_frequency` | `scalar` | float32 | Hz | A/D sampling frequency | +| `scan/center_frequency` | `scalar` | float32 | Hz | Transmit pulse center frequency | +| `scan/demodulation_frequency` | `scalar` | float32 | Hz | Demodulation (carrier) frequency | +| `scan/sound_speed` | `scalar` | float32 | m/s | Assumed medium speed of sound | +| `scan/initial_times` | `(n_tx,)` | float32 | s | A/D start time per transmit | +| `scan/t0_delays` | `(n_tx, n_el)` | float32 | s | Per-element transmit fire times | +| `scan/tx_apodizations` | `(n_tx, n_el)` | float32 | - | Per-element transmit apodization | +| `scan/focus_distances` | `(n_tx,)` | float32 | m | Focus distance per transmit (0 = plane wave) | +| `scan/polar_angles` | `(n_tx,)` | float32 | rad | Transmit steering (polar) angle | +| `scan/transmit_origins` | `(n_tx, 3)` | float32 | m | Transmit beam origin (x, y, z) | +| `probe/probe_geometry` | `(n_el, 3)` | float32 | m | Element positions (x, y, z) | + +## Subject Metadata + +No human or animal subjects. Synthetic media simulated with Field II. Virtual probes: L7-4-like linear and P4-like phased arrays. + +## Data Validation + +A Delay-And-Sum `zea.Pipeline` is provided in the **`pipeline.yaml` at the submission root** and +run by the single **`reconstruct.py` at the submission root**: +`cast -> demodulate -> delay-and-sum beamform -> envelope detect -> normalize -> log compress` +(RF is demodulated in-pipeline; IQ uses a baseband pipeline). The script is geometry-driven and +recurses into every sub-dataset folder; running `python reconstruct.py` from the root reconstructs +every `.hdf5` in the collection (or pass a folder-qualified path for a single acquisition) and writes +`_zea_bmode.png` next to each file as a portable check that the recorded geometry and timing +are correct. + +The reference B-mode images committed alongside the data (`_bmode.png`) are produced with the +UltraSound ToolBox (USTB) MATLAB Delay-And-Sum beamformer — the exact per-dataset reconstruction +used in the public USTB dataset catalog (https://unioslo.github.io/USTB/datasets.html), with +scanline transmit apodization for focused/sector acquisitions and correct sector-scan geometry. +These are the recommended reference reconstructions for visual verification. + +## Known Issues + +PICMUS calibration: 'PICMUS_numerical_calib_v2' was created in collaboration with our group as part of the PICMUS (Plane-wave Imaging Challenge in Medical UltraSound, IEEE IUS 2016) effort, and is therefore included here. The other PICMUS acquisitions (in-vivo carotid, experimental and simulated resolution/contrast) are deliberately excluded from this submission. Simulation framework: Field II (Jensen et al.). + +## Ethical Considerations + +Fully synthetic data generated with the Field II simulation framework; no human or animal subjects. No personal data is present. The included numerical calibration file was produced in collaboration with our group as part of the PICMUS effort (IEEE IUS 2016) and is released here under CC BY 4.0. diff --git a/oslo/parameters.yaml b/oslo/parameters.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3db9c2df0220416b7fc0f75bafb5c6b9d3c78e57 --- /dev/null +++ b/oslo/parameters.yaml @@ -0,0 +1,217 @@ +# Per-acquisition reconstruction parameters, shared by every folder's +# reconstruct.py. For each acquisition: +# pipeline -- which reconstruction to use: +# scanline (focused linear FI, per-beam), +# sector (phased/steered focused, pipeline_sector.yaml), +# iq (baseband IQ, pipeline_iq.yaml), +# compound (non-focused linear, pipeline.yaml). +# zlims/xlims -- display window in mm (framing only). +# dynamic_range -- display dynamic range in dB (default [-60, 0]). +# refocus -- if true, also emit a REFoCUS variant (_zea_refocus_bmode.png). +# REFoCUS (Bottenus 2018) inverts the transmit-encoding matrix to +# recover the multistatic (full-matrix-capture) dataset before DAS. +# Enabled for every acquisition with enough encoded transmits to make +# the inversion well posed (>= 8 transmit events). reconstruct.py picks +# the polar pipeline_refocus_sector.yaml for `sector` acquisitions and +# the linear/cartesian pipeline_refocus.yaml for everything else. +# NOT enabled where REFoCUS is ill-posed or undefined: +# * single/few-transmit acquisitions (plane-wave tracking with +# n_tx=1, PICMUS with 5 angles), +# * synthetic transmit aperture (STA) acquisitions, which are +# already multistatic (nothing to decode). + +# A_cardiac +Verasonics_P2-4_apical_four_chamber_subject_1: + pipeline: sector + refocus: true + zlims: [1, 110] +Verasonics_P2-4_parasternal_long_subject_1: + pipeline: sector + refocus: true + zlims: [1, 110] + +# B_carotid +L7_FI_carotid_cross_1: + pipeline: scanline + refocus: true + zlims: [1, 60] + xlims: [-19, 19] +L7_FI_carotid_cross_2: + pipeline: scanline + refocus: true + zlims: [1, 60] + xlims: [-19, 19] +L7_FI_carotid_cross_sub_2: + pipeline: scanline + refocus: true + zlims: [1, 60] + xlims: [-19, 19] + +# C_verasonics_phantom +FI_P4_cysts_center: + pipeline: sector + refocus: true + zlims: [1, 115] +FI_P4_point_scatterers: + pipeline: sector + refocus: true + zlims: [1, 115] +L7_CPWC_193328: + pipeline: compound + refocus: true + zlims: [0, 50] + xlims: [-20, 20] +L7_CPWC_TheGB: + pipeline: compound + refocus: true + zlims: [3, 45] + xlims: [-20, 20] +L7_DW_TheGB: + pipeline: compound + refocus: true + zlims: [3, 50] + xlims: [-20, 20] +L7_FI_IUS2018: + pipeline: scanline + refocus: true + zlims: [1, 60] + xlims: [-19, 19] +L7_FI_TheGB: + pipeline: scanline + refocus: true + zlims: [1, 60] + xlims: [-19, 19] +L7_FI_Verasonics: + pipeline: scanline + refocus: true + zlims: [1, 60] + xlims: [-19, 19] +L7_FI_Verasonics_CIRS: + pipeline: scanline + refocus: true + zlims: [1, 60] + xlims: [-19, 19] +L7_FI_Verasonics_CIRS_points: + pipeline: scanline + refocus: true + zlims: [1, 60] + xlims: [-19, 19] +# STA (already multistatic -> REFoCUS N/A) +L7_STA_TheGB: + pipeline: compound + zlims: [3, 45] + xlims: [-20, 20] +P4_FI_121444_45mm_focus: + pipeline: sector + refocus: true + zlims: [1, 58] +# STA (already multistatic -> REFoCUS N/A) +STAI_UFF_CIRS_phantom: + pipeline: compound + zlims: [10, 80] + xlims: [-15, 15] +# STA (already multistatic -> REFoCUS N/A) +experimental_STAI_dynamic_range: + pipeline: compound + zlims: [3, 55] + xlims: [-19, 19] +# STA (n_tx == n_el == 128, already multistatic -> REFoCUS N/A) +experimental_dynamic_range_phantom: + pipeline: compound + zlims: [3, 58] + xlims: [-19, 19] + +# D_alpinion_phantom +Alpinion_L3-8_CPWC_hyperechoic_scatterers: + pipeline: compound + refocus: true + zlims: [3, 55] + xlims: [-19, 19] +Alpinion_L3-8_CPWC_hypoechoic: + pipeline: compound + refocus: true + zlims: [5, 50] + xlims: [-19, 19] +Alpinion_L3-8_FI_hyperechoic_scatterers: + pipeline: scanline + refocus: true + zlims: [3, 55] + xlims: [-19, 19] +Alpinion_L3-8_FI_hypoechoic: + pipeline: scanline + refocus: true + zlims: [0, 60] + xlims: [-19, 19] + dynamic_range: [-50, 0] + +# E_simulation +# Single plane wave (n_tx=1) -> REFoCUS N/A +FieldII_CPWC_point_scatterers_res_v2: + pipeline: compound + zlims: [35, 42] + xlims: [-3, 3] +# Single plane wave (n_tx=1) -> REFoCUS N/A +FieldII_CPWC_simulation_v2: + pipeline: compound + zlims: [3, 45] + xlims: [-20, 20] +FieldII_P4_point_scatterers: + pipeline: sector + refocus: true + zlims: [1, 110] +# STA (already multistatic -> REFoCUS N/A) +FieldII_STAI_dynamic_range: + pipeline: compound + zlims: [5, 55] + xlims: [-20, 20] +# STA (already multistatic -> REFoCUS N/A) +FieldII_STAI_simulated_dynamic_range: + pipeline: compound + zlims: [5, 55] + xlims: [-20, 20] +# STA (already multistatic -> REFoCUS N/A) +FieldII_STAI_uniform_fov: + pipeline: compound + zlims: [1, 55] + xlims: [-20, 20] +FieldII_speckle_DMASsimulation300000pts: + pipeline: sector + refocus: true + zlims: [1, 60] + xlims: [-14, 14] +# Baseband IQ, only 5 plane-wave angles -> REFoCUS N/A +PICMUS_numerical_calib_v2: + pipeline: iq + zlims: [5, 50] + xlims: [-19, 19] +speckle_sim_FI_P4_probe_apod_1_speckle_long_many_angles: + pipeline: sector + refocus: true + zlims: [1, 120] +speckle_sim_FI_P4_probe_apod_2_speckle_long_many_angles: + pipeline: sector + refocus: true + zlims: [1, 120] +speckle_sim_FI_P4_probe_apod_3_speckle_long_many_angles: + pipeline: sector + refocus: true + zlims: [1, 120] + +# F_motion +# Plane-wave tracking (n_tx=1 per frame) -> REFoCUS N/A +ARFI_dataset: + pipeline: compound + zlims: [1, 40] + xlims: [-19, 19] +SWE_L7_type_I: + pipeline: compound + zlims: [1, 40] + xlims: [-19, 19] +SWE_L7_type_III: + pipeline: compound + zlims: [1, 40] + xlims: [-19, 19] +SWE_L7_type_IV: + pipeline: compound + zlims: [1, 40] + xlims: [-19, 19] diff --git a/oslo/pipeline.yaml b/oslo/pipeline.yaml index c28e9d2c4009f39cc150361e87341fcd522e67a4..b5e78e12aa35861cc3ea506a6f2da3ca804cf244 100644 --- a/oslo/pipeline.yaml +++ b/oslo/pipeline.yaml @@ -24,7 +24,6 @@ pipeline: params: beamformer: delay_and_sum enable_pfield: false - num_patches: 200 - name: envelope_detect - name: normalize - name: log_compress diff --git a/oslo/pipeline_iq.yaml b/oslo/pipeline_iq.yaml index e5a5ca500aa1262daa3c8025e205d9d58032b06e..9f88c039be4ef505693ade76c90d56aaa879fb26 100644 --- a/oslo/pipeline_iq.yaml +++ b/oslo/pipeline_iq.yaml @@ -24,7 +24,6 @@ pipeline: params: beamformer: delay_and_sum enable_pfield: false - num_patches: 200 - name: envelope_detect - name: normalize - name: log_compress diff --git a/oslo/pipeline_refocus.yaml b/oslo/pipeline_refocus.yaml index 6bc967ac9c32ab7ba62d6afe5194adbc87dbcbea..5c8277e57819be788d1b30d2dc91ba785005f004 100644 --- a/oslo/pipeline_refocus.yaml +++ b/oslo/pipeline_refocus.yaml @@ -37,7 +37,6 @@ pipeline: params: beamformer: delay_and_sum enable_pfield: true - num_patches: 200 - name: envelope_detect - name: normalize - name: log_compress diff --git a/oslo/pipeline_refocus_sector.yaml b/oslo/pipeline_refocus_sector.yaml index 2c479a0fec307e7b9ab102bbf0dd3ffa8fe923bd..b344b0d9f43e725132349edf88bb69d37d0a3079 100644 --- a/oslo/pipeline_refocus_sector.yaml +++ b/oslo/pipeline_refocus_sector.yaml @@ -46,7 +46,6 @@ pipeline: params: beamformer: delay_and_sum enable_pfield: true - num_patches: 200 - name: envelope_detect - name: normalize - name: log_compress diff --git a/oslo/pipeline_scanline.yaml b/oslo/pipeline_scanline.yaml index ad39ceb0ebd466127530f263d20c672d104c7d7e..1b0ad7247612225c34d15b3eb4db4e166b78c54a 100644 --- a/oslo/pipeline_scanline.yaml +++ b/oslo/pipeline_scanline.yaml @@ -21,7 +21,6 @@ pipeline: beamformer: delay_and_sum enable_aligned_apodization: true enable_pfield: false - num_patches: 200 - name: envelope_detect - name: normalize - name: log_compress diff --git a/oslo/pipeline_sector.yaml b/oslo/pipeline_sector.yaml index 03ccab1fd2fe35a246da1820976ebe89f5ba0866..4f35fba860abd5982219a57893fd959725eb5dc6 100644 --- a/oslo/pipeline_sector.yaml +++ b/oslo/pipeline_sector.yaml @@ -37,7 +37,6 @@ pipeline: params: beamformer: delay_and_sum enable_pfield: true - num_patches: 200 - name: envelope_detect - name: normalize - name: log_compress diff --git a/politorino/README.md b/politorino/README.md index 438beeaf50fea1fb8ab23258c097cea318aef1e8..f3c70bda6d472cdb3f5d99fc669a4a41d1fe99d2 100644 --- a/politorino/README.md +++ b/politorino/README.md @@ -50,14 +50,13 @@ This data was employed for an initial study evaluating fascicle tracking algorit Submitted in the [`zea` file format](https://zea.readthedocs.io/en/latest/) (one HDF5 file per acquisition). -`visualize_tracking_on_image.py` maps the tracking data onto the reconstructed images. Options for running the file: ---file : .hdf5 file of the considered subjects ---fps : frame rate of desired tracking (e.g., 25 fps) ---tracking-frame-idx: index of the frame to visualize. +`reconstruct.py` reconstructs a B-mode from the raw channel data and overlays +the stored fascicle tracking on it, writing a `.png`. An example output is +provided. The constants at the top of the script select what is drawn: -The `reconstruct.py` code also implements the visualization of the tracking data and can be used stand-alone to view the tracking data. - -The script automatically generates a .png file with the tracking data overlaid on the reconstructed image. An example output is provided. +- `FRAME` -- index of the acquisition frame to reconstruct +- `FPS` -- which stored tracking rate to overlay (25, 50 or 125 fps) +- `TRACK_INDEX` -- index of the tracking sample within that rate Per-sample contents of the HDF5: diff --git a/politorino/pipeline.yaml b/politorino/pipeline.yaml index d80dd414beb828a767242b7087fd0a90efb0f8b9..d477f6baa05b3d1144e1c9ac9b6d78e588c8dd67 100644 --- a/politorino/pipeline.yaml +++ b/politorino/pipeline.yaml @@ -1,8 +1,6 @@ pipeline: operations: - - name: beamform - params: - num_patches: 200 + - beamform - envelope_detect - name: normalize params: diff --git a/resolvestroke/clinical/SP02-Left-2/pipeline.yaml b/resolvestroke/clinical/SP02-Left-2/pipeline.yaml index 507b71ca5861cd7434df555b80269475b5ac0354..51e579461a1cfa84d7cded49b6b87ddb5c6e27d3 100644 --- a/resolvestroke/clinical/SP02-Left-2/pipeline.yaml +++ b/resolvestroke/clinical/SP02-Left-2/pipeline.yaml @@ -15,7 +15,6 @@ pipeline: - name: beamform params: beamformer: delay_and_sum - num_patches: 100 - name: envelope_detect - name: normalize - name: log_compress diff --git a/resolvestroke/phantom_flow/pipeline.yaml b/resolvestroke/phantom_flow/pipeline.yaml index ca4ed0548c396003f3ffafcca45e20c308bec010..e5a953b5ab1b78d9ddac431a33487427791d6f67 100644 --- a/resolvestroke/phantom_flow/pipeline.yaml +++ b/resolvestroke/phantom_flow/pipeline.yaml @@ -15,7 +15,6 @@ pipeline: - name: beamform params: beamformer: delay_and_sum - num_patches: 100 - name: envelope_detect - name: normalize - name: log_compress diff --git a/resolvestroke/phantom_mp/pipeline.yaml b/resolvestroke/phantom_mp/pipeline.yaml index ca4ed0548c396003f3ffafcca45e20c308bec010..e5a953b5ab1b78d9ddac431a33487427791d6f67 100644 --- a/resolvestroke/phantom_mp/pipeline.yaml +++ b/resolvestroke/phantom_mp/pipeline.yaml @@ -15,7 +15,6 @@ pipeline: - name: beamform params: beamformer: delay_and_sum - num_patches: 100 - name: envelope_detect - name: normalize - name: log_compress diff --git a/resolvestroke/saddle/pipeline.yaml b/resolvestroke/saddle/pipeline.yaml index 0a23d05831b67a6d6141c5dcf504a78995fd9305..39a16e36e6ac12cb37eaf4f42b67d1b928c4599b 100644 --- a/resolvestroke/saddle/pipeline.yaml +++ b/resolvestroke/saddle/pipeline.yaml @@ -15,7 +15,6 @@ pipeline: - name: beamform params: beamformer: delay_and_sum - num_patches: 100 - name: envelope_detect - name: normalize - name: log_compress diff --git a/siemens-healthineers/pipeline.yaml b/siemens-healthineers/pipeline.yaml index d80dd414beb828a767242b7087fd0a90efb0f8b9..d477f6baa05b3d1144e1c9ac9b6d78e588c8dd67 100644 --- a/siemens-healthineers/pipeline.yaml +++ b/siemens-healthineers/pipeline.yaml @@ -1,8 +1,6 @@ pipeline: operations: - - name: beamform - params: - num_patches: 200 + - beamform - envelope_detect - name: normalize params: diff --git a/stanford-murine/pipeline_hadamard.yaml b/stanford-murine/pipeline_hadamard.yaml index d5015ec1c7ba492f8c5bc5687e0e7b7ae00713d0..29a227a1a5f3c5fd7c47e650f9735db03abc0f81 100644 --- a/stanford-murine/pipeline_hadamard.yaml +++ b/stanford-murine/pipeline_hadamard.yaml @@ -11,7 +11,6 @@ pipeline: params: enable_pfield: false # Bound work units so the deep C5-2v grid fits on a 24 GB GPU. - num_patches: 1000 - envelope_detect # Use the true maximum; percentile normalization would clip strong reflectors. - name: normalize diff --git a/stanford-murine/pipeline_multifocal.yaml b/stanford-murine/pipeline_multifocal.yaml index 1ea702732c9c65dd7b5011baec5bd85f83a6bde7..5e69e4d50f561f41a75187ac97300893cf897b06 100644 --- a/stanford-murine/pipeline_multifocal.yaml +++ b/stanford-murine/pipeline_multifocal.yaml @@ -11,7 +11,6 @@ pipeline: params: enable_pfield: false # Bound work units so the deep C5-2v grid fits on a 24 GB GPU. - num_patches: 1000 - envelope_detect # Use the true maximum; percentile normalization would clip strong reflectors. - name: normalize diff --git a/stanford-murine/pipeline_synthetic_aperture.yaml b/stanford-murine/pipeline_synthetic_aperture.yaml index 7db4d6c651dfd4a20562a303d4964b0f3f00c79e..fa89ea503fb56727d7f5e3d07b942966ed9eb36e 100644 --- a/stanford-murine/pipeline_synthetic_aperture.yaml +++ b/stanford-murine/pipeline_synthetic_aperture.yaml @@ -12,7 +12,6 @@ pipeline: params: enable_pfield: false # Bound work units so the deep C5-2v grid fits on a 24 GB GPU. - num_patches: 1000 - envelope_detect # Use the true maximum; percentile normalization would clip strong reflectors. - name: normalize diff --git a/technion/bladder/pipeline.yaml b/technion/bladder/pipeline.yaml index 1d5279e8f526d71f128d1231da26c9b1505e1d0f..fa62ef55a3c1b0f3a8c6a408a382c6d88c8baa76 100644 --- a/technion/bladder/pipeline.yaml +++ b/technion/bladder/pipeline.yaml @@ -25,7 +25,6 @@ pipeline: - name: beamform params: beamformer: delay_and_sum - num_patches: 90 enable_aligned_apodization: true # scanline one-hot transmit mask - name: envelope_detect - name: normalize diff --git a/technion/cardiac/pipeline.yaml b/technion/cardiac/pipeline.yaml index 0b47f7e2634e0c3f1138d04b02349a938255af26..644e617c1e75977d0789271aba8b3542cec52563 100644 --- a/technion/cardiac/pipeline.yaml +++ b/technion/cardiac/pipeline.yaml @@ -29,7 +29,6 @@ pipeline: - name: beamform params: beamformer: delay_and_sum - num_patches: 70 enable_aligned_apodization: true - name: envelope_detect - name: normalize diff --git a/technion/phantom/pipeline.yaml b/technion/phantom/pipeline.yaml index 1d5279e8f526d71f128d1231da26c9b1505e1d0f..fa62ef55a3c1b0f3a8c6a408a382c6d88c8baa76 100644 --- a/technion/phantom/pipeline.yaml +++ b/technion/phantom/pipeline.yaml @@ -25,7 +25,6 @@ pipeline: - name: beamform params: beamformer: delay_and_sum - num_patches: 90 enable_aligned_apodization: true # scanline one-hot transmit mask - name: envelope_detect - name: normalize diff --git a/tel-aviv/phantom/pipeline.yaml b/tel-aviv/phantom/pipeline.yaml index dfce6ba685ffd9d91d30f1edf5db43443eff545f..21e5271be592cbf1a0f65ae4b2971837f38faaa2 100644 --- a/tel-aviv/phantom/pipeline.yaml +++ b/tel-aviv/phantom/pipeline.yaml @@ -14,7 +14,6 @@ pipeline: params: beamformer: delay_and_sum enable_pfield: false - num_patches: 100 - name: envelope_detect - name: normalize - name: log_compress diff --git a/tue-aaa/pipeline.yaml b/tue-aaa/pipeline.yaml index e8714e3c31ad92c1b9f90879194d905f26a5ff91..1134a2da9ccfc3d92d37f365752859f5cbd2440a 100644 --- a/tue-aaa/pipeline.yaml +++ b/tue-aaa/pipeline.yaml @@ -8,9 +8,7 @@ pipeline: size: 64 end: 96 - demodulate - - name: beamform - params: - num_patches: 200 + - beamform - envelope_detect - name: normalize params: diff --git a/tue-cardiac/pipelines/pipeline.yaml b/tue-cardiac/pipelines/pipeline.yaml index ff05b65fb88b7b1fb77305dbb24ab482d13ea5f7..c7379af7a76ee7c3e0b851556779bbd7b1d46bfd 100644 --- a/tue-cardiac/pipelines/pipeline.yaml +++ b/tue-cardiac/pipelines/pipeline.yaml @@ -12,12 +12,19 @@ parameters: zlims: [0.0, 0.11354112] pipeline: operations: - - {name: cast, params: {dtype: float32}} + - name: cast + params: + dtype: float32 - band_pass_filter - apply_window - demodulate - - {name: downsample, params: {factor: 2}} - - {name: beamform, params: {beamformer: delay_and_sum, enable_pfield: true, num_patches: 100}} + - name: downsample + params: + factor: 2 + - name: beamform + params: + beamformer: delay_and_sum + enable_pfield: true - envelope_detect - normalize - log_compress diff --git a/tue-cardiac/pipelines/pipeline_hadamard.yaml b/tue-cardiac/pipelines/pipeline_hadamard.yaml index 8ce0ed41d3a682530694447f3b5579c94691bd18..702700e65a1db287736a13961660ac6a4aa4449f 100644 --- a/tue-cardiac/pipelines/pipeline_hadamard.yaml +++ b/tue-cardiac/pipelines/pipeline_hadamard.yaml @@ -12,13 +12,24 @@ parameters: zlims: [0.0, 0.11354112] pipeline: operations: - - {name: cast, params: {dtype: float32}} + - name: cast + params: + dtype: float32 - band_pass_filter - apply_window - - {name: refocus, params: {method: adjoint, param: 0, jit_compile: false}} + - name: refocus + params: + method: adjoint + param: 0 + jit_compile: false - demodulate - - {name: downsample, params: {factor: 2}} - - {name: beamform, params: {beamformer: delay_and_sum, enable_pfield: false, num_patches: 100}} + - name: downsample + params: + factor: 2 + - name: beamform + params: + beamformer: delay_and_sum + enable_pfield: false - envelope_detect - normalize - log_compress diff --git a/tue-cardiac/pipelines/pipeline_harmonic.yaml b/tue-cardiac/pipelines/pipeline_harmonic.yaml index 2ce88c599568cfeb33c7c09764de0e81f68a084f..8d2290f004bd69373840a63da7e8dd73e67c56c0 100644 --- a/tue-cardiac/pipelines/pipeline_harmonic.yaml +++ b/tue-cardiac/pipelines/pipeline_harmonic.yaml @@ -12,12 +12,19 @@ parameters: zlims: [0.0, 0.11354112] pipeline: operations: - - {name: cast, params: {dtype: float32}} + - name: cast + params: + dtype: float32 - band_pass_filter - apply_window - demodulate - - {name: downsample, params: {factor: 2}} - - {name: beamform, params: {beamformer: delay_and_sum, enable_pfield: true, num_patches: 100}} + - name: downsample + params: + factor: 2 + - name: beamform + params: + beamformer: delay_and_sum + enable_pfield: true - envelope_detect - normalize - log_compress diff --git a/tue-cardiac/pipelines/pipeline_random.yaml b/tue-cardiac/pipelines/pipeline_random.yaml index e11257b6038132f072c312799bfe7cdf3affefe2..6d8989718118da32501c65876d18383d368cbbd6 100644 --- a/tue-cardiac/pipelines/pipeline_random.yaml +++ b/tue-cardiac/pipelines/pipeline_random.yaml @@ -12,13 +12,24 @@ parameters: zlims: [0.0, 0.11354112] pipeline: operations: - - {name: cast, params: {dtype: float32}} + - name: cast + params: + dtype: float32 - band_pass_filter - apply_window - - {name: refocus, params: {method: tikhonov, param: 0.01, jit_compile: false}} + - name: refocus + params: + method: tikhonov + param: 0.01 + jit_compile: false - demodulate - - {name: downsample, params: {factor: 2}} - - {name: beamform, params: {beamformer: delay_and_sum, enable_pfield: false, num_patches: 100}} + - name: downsample + params: + factor: 2 + - name: beamform + params: + beamformer: delay_and_sum + enable_pfield: false - envelope_detect - normalize - log_compress diff --git a/tue-cardiac/reconstruct.py b/tue-cardiac/reconstruct.py deleted file mode 100644 index 3a3b7a9866e7d6a3bcd6e74675c23fa1d21ff61f..0000000000000000000000000000000000000000 --- a/tue-cardiac/reconstruct.py +++ /dev/null @@ -1,104 +0,0 @@ -#!/usr/bin/env python3 -"""Reconstruct one track/frame from a TU/e Cardiac multi-track zea file.""" - -from __future__ import annotations - -import os - -os.environ.setdefault("KERAS_BACKEND", "jax") -os.environ.setdefault("MPLBACKEND", "Agg") - -import argparse -from pathlib import Path - -import matplotlib.pyplot as plt -import numpy as np -import zea -from zea import Config, File, Pipeline - - -HERE = Path(__file__).resolve().parent -PIPELINE_FOR_TRACK = { - "focused_fund": "pipeline.yaml", - "focused_harm": "pipeline_harmonic.yaml", - "wide_fund": "pipeline.yaml", - "wide_harm": "pipeline_harmonic.yaml", - "planewave": "pipeline.yaml", - "diverging": "pipeline.yaml", - "hadamard": "pipeline_hadamard.yaml", - "random": "pipeline_random.yaml", -} -TRACKS = tuple(PIPELINE_FOR_TRACK) - - -def main() -> int: - parser = argparse.ArgumentParser(description=__doc__) - parser.add_argument("zea_file", type=Path) - parser.add_argument("--track", required=True, choices=TRACKS) - parser.add_argument("--frame", type=int, default=0) - parser.add_argument("--pipeline", type=Path, default=None) - parser.add_argument("--output", type=Path, default=None) - parser.add_argument("--device", default=None, help="e.g. cpu, cuda:0, auto:1") - args = parser.parse_args() - - pipeline_path = args.pipeline or HERE / "pipelines" / PIPELINE_FOR_TRACK[args.track] - output_path = args.output or HERE / "reference" / ( - f"{args.zea_file.stem}_{args.track}_frame-{args.frame:03d}.png" - ) - output_path.parent.mkdir(parents=True, exist_ok=True) - - zea.init_device(device=args.device, verbose=False) - config = Config.from_path(str(pipeline_path)) - pipeline = Pipeline.from_config(config) - - with File(str(args.zea_file)) as handle: - labels = list(handle.track_labels) - if args.track not in labels: - raise ValueError(f"track {args.track!r} not found; available tracks: {labels}") - track = handle.tracks[labels.index(args.track)] - n_frames = int(track.data.raw_data.shape[0]) - if not 0 <= args.frame < n_frames: - raise ValueError(f"frame {args.frame} outside 0..{n_frames - 1}") - parameters = track.load_parameters(**config.parameters) - raw = track.data.raw_data[args.frame : args.frame + 1] - - inputs = pipeline.prepare_parameters(parameters) - outputs = pipeline(**{pipeline.key: raw}, **inputs) - image = np.asarray(outputs[pipeline.output_key])[0] - dynamic_range = tuple(config.parameters.dynamic_range) - - # Scan conversion leaves pixels outside the polar sector undefined. Render - # those expected out-of-sector values at the display floor. - image = np.nan_to_num( - image, - nan=dynamic_range[0], - neginf=dynamic_range[0], - posinf=dynamic_range[1], - ) - - extent = getattr(parameters, "extent_imshow", None) - if extent is not None: - extent = np.asarray(extent) * 1e3 - zea.visualize.set_mpl_style() - figure, axis = plt.subplots(figsize=(6, 6)) - rendered = axis.imshow( - image, - extent=extent, - cmap="gray", - vmin=dynamic_range[0], - vmax=dynamic_range[1], - aspect="auto", - ) - axis.set_xlabel("Lateral (mm)") - axis.set_ylabel("Depth (mm)") - axis.set_title(f"{args.zea_file.stem} — {args.track} — frame {args.frame}") - figure.colorbar(rendered, ax=axis, label="dB") - figure.tight_layout() - figure.savefig(output_path, dpi=150, bbox_inches="tight", metadata={}) - plt.close(figure) - print(f"saved {output_path}") - return 0 - - -if __name__ == "__main__": - raise SystemExit(main()) diff --git a/tue-carotid/README.md b/tue-carotid/README.md index 133fa9c680fd848894217701c0e7e2a6298b5e44..7c84d0eaabc8f7af34bbeeb949593834f73a1699 100644 --- a/tue-carotid/README.md +++ b/tue-carotid/README.md @@ -17,6 +17,20 @@ language: # TU/e Carotid 2023 +![Longitudinal view of a carotid bifurcation](assets/5_long_bifur_R_0000.gif) + +One cardiac cycle of a longitudinal bifurcation scan, +[`data/5_long_bifur_R_0000.hdf5`](https://huggingface.co/datasets/nvidia/OpenH-RF/blob/main/tue-carotid/data/5_long_bifur_R_0000.hdf5). + +`zea` renders it straight from the Hub with the +`pipeline.yaml` in this folder. Try it out with the following command: + +```bash +zea process \ + --dataset hf://nvidia/OpenH-RF/tue-carotid/data/5_long_bifur_R_0000.hdf5 \ + --config hf://nvidia/OpenH-RF/tue-carotid/pipeline.yaml +``` + ## Dataset Description The dataset includes carotid artery scans from 10 subjects. diff --git a/tue-carotid/assets/5_long_bifur_R_0000.gif b/tue-carotid/assets/5_long_bifur_R_0000.gif new file mode 100644 index 0000000000000000000000000000000000000000..ab82199e74cc5c3a42a72881ed37978e87671b4b --- /dev/null +++ b/tue-carotid/assets/5_long_bifur_R_0000.gif @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b4ef6dc8f2f006f8d0b25f780ce7417243523def36552cfb06b358289b022c9 +size 24946553 diff --git a/tue-carotid/pipeline.yaml b/tue-carotid/pipeline.yaml index b2cef33784866cbd049983666bc4736d6ddb3683..97a35fcbb89d315b1d19baad1eb018bd9f31758f 100644 --- a/tue-carotid/pipeline.yaml +++ b/tue-carotid/pipeline.yaml @@ -17,7 +17,6 @@ pipeline: params: beamformer: delay_and_sum enable_pfield: true - num_patches: 1024 - envelope_detect - normalize - log_compress diff --git a/tumunich/pipeline.yaml b/tumunich/pipeline.yaml index 6f13d33fe89d57c9f41902a4fa6ede592788f494..19f03d60727096e86627263976684f0b7f5a366b 100644 --- a/tumunich/pipeline.yaml +++ b/tumunich/pipeline.yaml @@ -21,8 +21,7 @@ pipeline: params: jit_compile: false with_batch_dim: false - params: - num_patches: 200 + params: {} - reshape_grid - envelope_detect - name: normalize @@ -30,7 +29,7 @@ pipeline: output_range: - 0.0 - 1.0 - - power_compress + - log_compress parameters: f_number: 1.155 apply_lens_correction: true diff --git a/twente-cavitation/README.md b/twente-cavitation/README.md index 9b9b95031f3429683982e699a961147fd5a1d9a1..287a6ede57fb1f9add29d4fbb622a6aa9b28ff48 100644 --- a/twente-cavitation/README.md +++ b/twente-cavitation/README.md @@ -1,117 +1,117 @@ ---- -pretty_name: "OpenH-RF — Hermen de Roo / Passive cavitation detection" -license: cc-by-4.0 -task_categories: - - image-classification -tags: - - ultrasound - - rf - - openh-rf - - cavitation -language: - - en -size_categories: - - 1K **Note.** The table below is the **acquisition matrix** — it lists which files exist -> and under what driving pressure / flowrate, not the internal layout of a sample. - -Files are named `cavitation_bubbles_kPa_mL.hdf5`, where -`` is the microbubble flowrate in mL/min (`01` = 0.1, `05` = 0.5, `2` = 2). - -| Name | Acoustic driving pressure [kPa]| Microbubble flowrate [mL/min] | -|--- |--- |--- | -| cavitation_bubbles_10kPa_01mL.hdf5 | 10 | 0.1 | -| cavitation_bubbles_25kPa_01mL.hdf5 | 25 | 0.1 | -| cavitation_bubbles_50kPa_01mL.hdf5 | 50 | 0.1 | -| cavitation_bubbles_75kPa_01mL.hdf5 | 75 | 0.1 | -| cavitation_bubbles_100kPa_01mL.hdf5 | 100 | 0.1 | -| cavitation_bubbles_250kPa_01mL.hdf5 | 250 | 0.1 | -| cavitation_bubbles_500kPa_01mL.hdf5 | 500 | 0.1 | -| cavitation_bubbles_750kPa_01mL.hdf5 | 750 | 0.1 | -| cavitation_bubbles_1000kPa_01mL.hdf5 | 1000 | 0.1 | -| cavitation_bubbles_10kPa_05mL.hdf5 | 10 | 0.5 | -| cavitation_bubbles_50kPa_05mL.hdf5 | 50 | 0.5 | -| cavitation_bubbles_100kPa_05mL.hdf5 | 100 | 0.5 | -| cavitation_bubbles_500kPa_05mL.hdf5 | 500 | 0.5 | -| cavitation_bubbles_1000kPa_05mL.hdf5 | 1000 | 0.5 | -| cavitation_bubbles_10kPa_2mL.hdf5 | 10 | 2 | -| cavitation_bubbles_50kPa_2mL.hdf5 | 50 | 2 | -| cavitation_bubbles_100kPa_2mL.hdf5 | 100 | 2 | -| cavitation_bubbles_500kPa_2mL.hdf5 | 500 | 2 | -| cavitation_bubbles_1000kPa_2mL.hdf5 | 1000 | 2 | - - -## Subject Metadata -Only one phantom was used. This is a phantom made of PVCp with a single flow channel ~200 micrometer diameter. The used scanner is a Verasonics Vantage 256 with a L11-4v transducer. - -## Data Validation -An reconstruction pipeline can be found in pipeline.yaml. The script reconstruct.py is an example of the reconstruction of the data, using the minimum variance / Capon beamformer. An example reconstruction is saved with this dataset, and named reference_image_1000kPa_2mL_per_min.png, which was generated using the Capon beamforming algorithm using epsilon = 2, on the datafile named cavitation_bubbles_1000kPa_2mL_per_min.hdf5. By default the script saves the map next to the input file with the same name and a `.png` extension (e.g. `my_file.hdf5` → `my_file.png`); pass `--output` to override. Usage: - python reconstruct.py - python reconstruct.py --input my_file.hdf5 --device cpu - python reconstruct.py --input my_file.hdf5 --output my_map.png --frames 20 --device cuda:0 - - -## Known Issues -No known issues. - -## Ethical Considerations -This is phantom acquisition data, hence no human-subject IRB/HIPAA approval is required. +--- +pretty_name: "OpenH-RF — Hermen de Roo / Passive cavitation detection" +license: cc-by-4.0 +task_categories: + - image-classification +tags: + - ultrasound + - rf + - openh-rf + - cavitation +language: + - en +size_categories: + - 1K **Note.** The table below is the **acquisition matrix** — it lists which files exist +> and under what driving pressure / flowrate, not the internal layout of a sample. + +Files are named `cavitation_bubbles_kPa_mL.hdf5`, where +`` is the microbubble flowrate in mL/min (`01` = 0.1, `05` = 0.5, `2` = 2). + +| Name | Acoustic driving pressure [kPa]| Microbubble flowrate [mL/min] | +|--- |--- |--- | +| cavitation_bubbles_10kPa_01mL.hdf5 | 10 | 0.1 | +| cavitation_bubbles_25kPa_01mL.hdf5 | 25 | 0.1 | +| cavitation_bubbles_50kPa_01mL.hdf5 | 50 | 0.1 | +| cavitation_bubbles_75kPa_01mL.hdf5 | 75 | 0.1 | +| cavitation_bubbles_100kPa_01mL.hdf5 | 100 | 0.1 | +| cavitation_bubbles_250kPa_01mL.hdf5 | 250 | 0.1 | +| cavitation_bubbles_500kPa_01mL.hdf5 | 500 | 0.1 | +| cavitation_bubbles_750kPa_01mL.hdf5 | 750 | 0.1 | +| cavitation_bubbles_1000kPa_01mL.hdf5 | 1000 | 0.1 | +| cavitation_bubbles_10kPa_05mL.hdf5 | 10 | 0.5 | +| cavitation_bubbles_50kPa_05mL.hdf5 | 50 | 0.5 | +| cavitation_bubbles_100kPa_05mL.hdf5 | 100 | 0.5 | +| cavitation_bubbles_500kPa_05mL.hdf5 | 500 | 0.5 | +| cavitation_bubbles_1000kPa_05mL.hdf5 | 1000 | 0.5 | +| cavitation_bubbles_10kPa_2mL.hdf5 | 10 | 2 | +| cavitation_bubbles_50kPa_2mL.hdf5 | 50 | 2 | +| cavitation_bubbles_100kPa_2mL.hdf5 | 100 | 2 | +| cavitation_bubbles_500kPa_2mL.hdf5 | 500 | 2 | +| cavitation_bubbles_1000kPa_2mL.hdf5 | 1000 | 2 | + + +## Subject Metadata +Only one phantom was used. This is a phantom made of PVCp with a single flow channel ~200 micrometer diameter. The used scanner is a Verasonics Vantage 256 with a L11-4v transducer. + +## Data Validation +An reconstruction pipeline can be found in pipeline.yaml. The script reconstruct.py is an example of the reconstruction of the data, using the minimum variance / Capon beamformer. An example reconstruction is saved with this dataset, and named reference_image_1000kPa_2mL_per_min.png, which was generated using the Capon beamforming algorithm using epsilon = 2, on the datafile named cavitation_bubbles_1000kPa_2mL_per_min.hdf5. By default the script saves the map next to the input file with the same name and a `.png` extension (e.g. `my_file.hdf5` → `my_file.png`); pass `--output` to override. Usage: + python reconstruct.py + python reconstruct.py --input my_file.hdf5 --device cpu + python reconstruct.py --input my_file.hdf5 --output my_map.png --frames 20 --device cuda:0 + + +## Known Issues +No known issues. + +## Ethical Considerations +This is phantom acquisition data, hence no human-subject IRB/HIPAA approval is required. diff --git a/twente-cavitation/pipeline.yaml b/twente-cavitation/pipeline.yaml index bf8d77c11f88630df5941d3db0b5316ff0476e14..3cab04f7ffde501c63f1cabcc9bd52fa6fab6ed4 100644 --- a/twente-cavitation/pipeline.yaml +++ b/twente-cavitation/pipeline.yaml @@ -1,20 +1,22 @@ -pipeline: - operations: - - name: keras.ops.cast - params: - dtype: float32 - - demodulate - - name: beamform - params: - num_patches: 8 - - envelope_detect -parameters: - grid_size_x: 387 - grid_size_z: 577 - xlims: - - -0.019 - - 0.019 - zlims: - - 0.002 - - 0.06 - apply_lens_correction: true +pipeline: + operations: + - name: keras.ops.cast + params: + dtype: float32 + - demodulate + - name: beamform + params: + beamformer: minimum_variance + subarray_size: 32 + diagonal_loading: 0.01 + - envelope_detect +parameters: + grid_size_x: 387 + grid_size_z: 577 + xlims: + - -0.019 + - 0.019 + zlims: + - 0.002 + - 0.06 + apply_lens_correction: true diff --git a/twente-microbubblesim/README.md b/twente-microbubblesim/README.md index d612854140f2874386bce8a4e13764df4843a007..2df7fe0d03c7a5460db19465363f15b50d87d7eb 100644 --- a/twente-microbubblesim/README.md +++ b/twente-microbubblesim/README.md @@ -57,7 +57,7 @@ deep-learning methods for microbubble super-resolution imaging. ## Dataset Characterization - **Data collection method:** Synthetic. -- **Ground truth:** Simulated 3-D microbubble positions are stored as Zea custom +- **Ground truth:** Simulated 3-D microbubble positions are stored as zea custom elements (`bubble_x`, `bubble_y`, and `bubble_z`). - **Bubble populations:** Monodisperse bubbles with a radius of 2.4 micrometres and 5% standard deviation, and a polydisperse SonoVue population. @@ -79,7 +79,7 @@ deep-learning methods for microbubble super-resolution imaging. ## Dataset Format -Each bubble distribution is stored in one Zea HDF5 file containing 12 pulse +Each bubble distribution is stored in one zea HDF5 file containing 12 pulse tracks. The raw channel data in every `tracks/track_i/data/raw_data` dataset have shape `(1, 1, 8446, 96, 1)`: one frame, one transmit, 8,446 time samples, 96 receive elements, and one real RF channel. RF values are `float32`; their @@ -212,7 +212,7 @@ to one `.hdf5` acquisition file. ## Data Validation -All 500 HDF5 files were checked for the expected Zea container structure, 12 +All 500 HDF5 files were checked for the expected zea container structure, 12 ordered and labelled tracks, RF shape `(1, 1, 8446, 96, 1)`, and track-specific pulse metadata. The original submission passed zea 0.1.2 validation. Representative RF traces and pulse waveforms were also compared with their pulse-folder sources with no mismatch. diff --git a/twente-microbubblesim/migrate_custom_names.py b/twente-microbubblesim/migrate_custom_names.py deleted file mode 100644 index ef2c00c0706348a53fc6c2757a7c4601a93267db..0000000000000000000000000000000000000000 --- a/twente-microbubblesim/migrate_custom_names.py +++ /dev/null @@ -1,239 +0,0 @@ -# SPDX-License-Identifier: Apache-2.0 -"""Collision-safe custom-key migration followed by a verified zea resave. - -Only source notation is encoded in the replacement names. In particular, -``bubble_initial_r0`` preserves R0 separately from the source's distinct r0. -""" -from __future__ import annotations - -import argparse -import hashlib -import itertools -import json -import math -import os -from pathlib import Path -import re -import shutil -import tempfile - -import hdf5plugin # Register the source and destination compression filters. -import h5py -import numpy as np - -CUSTOM_NAME_MAP = { - "bubble_R0": "bubble_initial_r0", - "bubble_p_dB": "bubble_p_db", - **{f"track_{i}_pulse_A": f"track_{i}_pulse_a" for i in range(12)}, -} -LEGACY_NAME_ATTRIBUTE = "source_custom_name" -SNAKE_CASE = re.compile(r"^[a-z_][a-z0-9_]*$") - - -def canonicalize_custom_names(custom): - """Return canonical keys for old or new files without merging collisions.""" - result = dict(custom) - for old, new in CUSTOM_NAME_MAP.items(): - if old in result: - if new in result: - raise ValueError(f"Both legacy {old!r} and canonical {new!r} exist") - result[new] = result.pop(old) - return result - - -def sha256(path): - digest = hashlib.sha256() - with open(path, "rb") as stream: - for block in iter(lambda: stream.read(8*1024**2), b""): - digest.update(block) - return digest.hexdigest() - - -def mapped_path(path): - if path.startswith("custom/"): - return "custom/" + CUSTOM_NAME_MAP.get(path[7:], path[7:]) - return path - - -def object_paths(file): - paths, seen = [], set() - def walk(group): - for key in group: - if not isinstance(group.get(key, getlink=True), h5py.HardLink): - raise ValueError("External/soft links are not supported") - obj = group[key] - address = h5py.h5o.get_info(obj.id).addr - if address in seen: - raise ValueError("Aliased objects are not supported") - seen.add(address) - path = obj.name.lstrip("/") - paths.append(path) - if isinstance(obj, h5py.Group): - walk(obj) - elif obj.external or obj.is_virtual or h5py.check_dtype(ref=obj.dtype): - raise ValueError("External, virtual, and reference datasets are not supported") - elif obj.shape is None: - raise ValueError("Null datasets are not supported") - walk(file) - return sorted(paths) - - -def planned_renames(file): - if "custom" not in file or not isinstance(file["custom"], h5py.Group): - raise ValueError("Expected Twente custom group") - names = set(file["custom"]) - if "bubble_r0" not in names or not names.intersection({"bubble_R0", "bubble_initial_r0"}): - raise ValueError("Expected distinct source R0 and r0 fields") - plan = {} - for name in names: - target = CUSTOM_NAME_MAP.get(name, name) - if not SNAKE_CASE.fullmatch(target): - raise ValueError(f"Unrecognized non-snake-case custom key: {name!r}") - if target != name: - if target in names: - raise ValueError(f"Rename collision: {name!r} -> {target!r}") - plan["custom/" + name] = "custom/" + target - for path in object_paths(file): - if path.startswith("custom/"): - for segment in mapped_path(path).split("/"): - if not SNAKE_CASE.fullmatch(segment): - raise ValueError(f"Unrecognized non-snake-case custom path: {path!r}") - obj = file[path] - for key in obj.attrs: - if h5py.check_dtype(ref=obj.attrs.get_id(key).dtype): - raise ValueError("Reference attributes are not supported") - return plan - - -def equal(a, b): - a, b = np.asarray(a), np.asarray(b) - if a.shape != b.shape: - return False - if a.dtype.kind in "fc" and b.dtype.kind in "fc": - return np.array_equal(a, b, equal_nan=True) - return np.array_equal(a, b) - - -def blocks(shape, itemsize, budget=16*1024**2): - if not shape: - yield () - return - if not all(shape): - return - tile = list(shape) - while math.prod(tile)*max(itemsize, 8) > budget: - axis = max(range(len(tile)), key=tile.__getitem__) - tile[axis] = (tile[axis]+1)//2 - for start in itertools.product(*(range(0, n, t) for n, t in zip(shape, tile))): - yield tuple(slice(s, min(s+t, n)) for s, t, n in zip(start, tile, shape)) - - -def validate_migration(source, output): - """Check every dataset value and attribute, allowing only declared renames.""" - with h5py.File(source, "r") as a, h5py.File(output, "r") as b: - plan = planned_renames(a) - left, right = object_paths(a), object_paths(b) - if sorted(mapped_path(p) for p in left) != right: - raise ValueError("Object inventory changed beyond the explicit name mapping") - if str(b.attrs.get("zea_version")) != "0.1.6": - raise ValueError("Output must be written by zea 0.1.6") - datasets = 0 - for path in ["/"] + left: - x, y = a[path], b[mapped_path(path)] - if type(x) is not type(y): - raise ValueError(f"Object type changed: {path}") - if isinstance(x, h5py.Dataset): - if x.shape != y.shape or x.dtype != y.dtype: - raise ValueError(f"Shape or dtype changed: {path}") - for block in blocks(x.shape, x.dtype.itemsize): - old, new = np.asarray(x[block]), np.asarray(y[block]) - same = equal(old, new) if old.dtype.hasobject else old.tobytes() == new.tobytes() - if not same: - raise ValueError(f"Dataset values changed: {path}") - datasets += 1 - expected = set(x.attrs) - if path in plan: - expected.add(LEGACY_NAME_ATTRIBUTE) - if y.attrs.get(LEGACY_NAME_ATTRIBUTE) != path.split("/")[-1]: - raise ValueError(f"Missing original-name provenance: {path}") - if set(y.attrs) != expected: - raise ValueError(f"Attribute inventory changed: {path}") - for key in x.attrs: - if path == "/" and key == "zea_version": - continue - if not equal(x.attrs[key], y.attrs[key]): - raise ValueError(f"Attribute changed: {path}@{key}") - return dict(differences=[], all_dataset_values_checked=True, datasets_checked=datasets, - allowed_changes=[dict(path=p, new_path=q, category="user_approved_custom_rename") - for p, q in sorted(plan.items())]) - - -def restore_attributes(source, output, plan): - # zea regenerates standard attributes; retain the original scientific metadata. - with h5py.File(source, "r") as a, h5py.File(output, "r+") as b: - paths = object_paths(a) - if sorted(mapped_path(p) for p in paths) != object_paths(b): - raise ValueError("Resave changed the object inventory") - for path in ["/"] + paths: - x, y = a[path], b[mapped_path(path)] - for key in list(y.attrs): - if not (path == "/" and key == "zea_version"): - del y.attrs[key] - for key in x.attrs: - if path == "/" and key == "zea_version": - continue - aid = x.attrs.get_id(key) - if h5py.check_dtype(ref=aid.dtype): - raise ValueError("Reference attributes are not supported") - y.attrs.create(key, x.attrs[key], dtype=aid.dtype, shape=aid.shape) - if path in plan: - if LEGACY_NAME_ATTRIBUTE in y.attrs: - if y.attrs[LEGACY_NAME_ATTRIBUTE] != path.split("/")[-1]: - raise ValueError("Conflicting original-name provenance") - else: - y.attrs[LEGACY_NAME_ATTRIBUTE] = path.split("/")[-1] - - -def resave_file(source, output, *, _writer=None): - """Copy/rename/resave/verify one full file; never modify the source.""" - source, output = Path(source), Path(output) - if source.resolve() == output.resolve() or output.exists(): - raise ValueError("Output must be a new path distinct from the source") - with h5py.File(source, "r") as f: - plan = planned_renames(f) - source_sha = sha256(source) - if _writer is None: - from importlib.metadata import version - if version("zea") != "0.1.6": - raise RuntimeError("This migration requires zea 0.1.6") - from zea.data.file_operations import resave - _writer = resave - output.parent.mkdir(parents=True, exist_ok=True) - with tempfile.TemporaryDirectory(prefix=".twente-resave-", dir=output.parent) as directory: - renamed = Path(directory) / "renamed-input.hdf5" - candidate = Path(directory) / "candidate.hdf5" - shutil.copyfile(source, renamed) - with h5py.File(renamed, "r+") as f: - for old, new in plan.items(): - f.move(old, new) - _writer(renamed, candidate) - restore_attributes(source, candidate, plan) - result = validate_migration(source, candidate) - if sha256(source) != source_sha: - raise ValueError("Source changed during migration") - # A hard link publishes the verified file without overwriting a raced output. - os.link(candidate, output) - return result - - -def main(): - parser = argparse.ArgumentParser(description=__doc__) - parser.add_argument("input", type=Path) - parser.add_argument("output", type=Path) - args = parser.parse_args() - os.environ.update(CUDA_VISIBLE_DEVICES="", KERAS_BACKEND="numpy", JAX_PLATFORMS="cpu") - print(json.dumps(resave_file(args.input, args.output), indent=2)) - - -if __name__ == "__main__": - main() diff --git a/twente-microbubblesim/utils.py b/twente-microbubblesim/utils.py deleted file mode 100644 index cf1335f01217f4d6d05e4394a2a70a02b638ba8b..0000000000000000000000000000000000000000 --- a/twente-microbubblesim/utils.py +++ /dev/null @@ -1,247 +0,0 @@ -# SPDX-License-Identifier: Apache-2.0 -"""Reconstruction loading, coordinate, plotting, and ground-truth helpers.""" - -from __future__ import annotations - -from pathlib import Path -from typing import Any - -import numpy as np - - -def custom_map(file: Any, track_index: int = 0) -> dict[str, np.ndarray]: - """Return canonical custom names and resolve track-specific pulse metadata. - - Both legacy and migrated files are supported. R0 and r0 remain distinct; - ambiguous legacy/canonical duplicates are rejected rather than overwritten. - """ - - from migrate_custom_names import canonicalize_custom_names - - custom = canonicalize_custom_names( - {element.name: np.asarray(element.data) for element in file.custom} - ) - prefix = f"track_{track_index}_" - for key, value in tuple(custom.items()): - if key.startswith(prefix): - custom[key.removeprefix(prefix)] = value - return custom - - -def t_peak_override(custom: dict[str, np.ndarray]) -> np.ndarray: - """Return the selected track's finite beamforming peak-time override.""" - - if "t_peak" not in custom: - raise KeyError("HDF5 file is missing required custom field t_peak") - t_peak = float(np.asarray(custom["t_peak"]).reshape(-1)[0]) - if not np.isfinite(t_peak): - raise ValueError("HDF5 custom field t_peak must be finite") - return np.asarray([t_peak], dtype=np.float32) - - -def load_hdf5(path: str | Path, - num_frames: int = 1, - track_index: int = 0, - ) -> tuple[Any, Any, Any, dict[str, np.ndarray]]: - """Load one Zea acquisition and its custom elements.""" - - import zea - - file = zea.File(str(path)) - if track_index < 0 or track_index >= len(file.tracks): - file.close() - raise IndexError( - f"track_index {track_index} is outside [0, {len(file.tracks) - 1}]" - ) - track = file.tracks[track_index] - parameters = track.load_parameters() - data = track.data.raw_data[:num_frames, parameters.selected_transmits, ...] - return file, parameters, data, custom_map(file, track_index=track_index) - - - -def run_bmode( - path: str | Path, - config_path: str | Path, - num_frames: int = 1, - track_index: int = 0, - dynamic_range: tuple[float, float] = (-30.0, 0.0), - xlims_cm: tuple[float, float] | None = (-1.5, 1.5), -) -> tuple[Any, Any, np.ndarray, dict[str, np.ndarray]]: - """Run the configured Zea pipeline and return the image plus acquisition data. - - ``xlims_cm`` controls the lateral field of view used by the DAS - beamformer. Zea expects these limits in metres, while this public helper - uses centimetres to match the plotted image axes. - """ - - import keras - import zea - - file, parameters, data, custom = load_hdf5( - path, num_frames=num_frames, track_index=track_index - ) - config = zea.Config.from_path(str(config_path)) - parameters.dynamic_range = tuple(dynamic_range) - if xlims_cm is not None: - x_min_cm, x_max_cm = xlims_cm - if not x_min_cm < x_max_cm: - raise ValueError("xlims_cm must be ordered as (minimum, maximum)") - parameters.update(xlims=(x_min_cm * 1e-2, x_max_cm * 1e-2)) - pipeline = zea.Pipeline.from_config(config) - inputs = pipeline.prepare_parameters( - parameters, t_peak=t_peak_override(custom) - ) - inputs = {pipeline.key: data, **inputs} - image = keras.ops.convert_to_numpy(pipeline(**inputs)[pipeline.output_key]) - image = np.asarray(keras.ops.squeeze(image)) - image = np.asarray( - zea.display.to_8bit( - image, - dynamic_range=parameters.dynamic_range)) - return file, parameters, image, custom - - -def image_extent_cm(parameters: Any, - custom: dict[str, - np.ndarray], - image_shape: tuple[int, - int], - xlims_cm: tuple[float, float] | None = None, - ) -> tuple[float, - float, - float, - float]: - """Calculate an x/z extent in centimeters for an image-shaped array.""" - - height, width = image_shape[-2:] - domain_width = float(np.asarray(custom.get("domain_width", np.nan)).reshape(-1)[0]) - domain_depth = float(np.asarray(custom.get("domain_depth", np.nan)).reshape(-1)[0]) - if not np.isfinite(domain_width): - geometry = np.asarray(parameters.probe_geometry) - domain_width = float(np.max(geometry[:, 0]) - np.min(geometry[:, 0])) - if not np.isfinite(domain_depth): - domain_depth = float(parameters.sound_speed) * \ - image_shape[-2] / (2.0 * float(parameters.sampling_frequency)) - if xlims_cm is None: - x_extent_cm = (-0.5 * domain_width * 100.0, - 0.5 * domain_width * 100.0) - else: - x_extent_cm = tuple(float(value) for value in xlims_cm) - if not x_extent_cm[0] < x_extent_cm[1]: - raise ValueError("xlims_cm must be ordered as (minimum, maximum)") - return (*x_extent_cm, 0.0, domain_depth * 100.0) - - -def bubble_coordinates_cm( - custom: dict[str, np.ndarray]) -> tuple[np.ndarray, np.ndarray]: - """Return finite bubble x/z coordinates in centimeters.""" - - if "bubble_x" not in custom or "bubble_z" not in custom: - return np.empty(0, dtype=np.float32), np.empty(0, dtype=np.float32) - x = np.asarray(custom["bubble_x"], dtype=np.float32).reshape(-1) - z = np.asarray(custom["bubble_z"], dtype=np.float32).reshape(-1) - valid = np.isfinite(x) & np.isfinite(z) - return x[valid] * 100.0, z[valid] * 100.0 - - -def plot_bmode( - image: np.ndarray, - extent_cm: tuple[float, float, float, float], - output: str | Path, - bubble_x_cm: np.ndarray | None = None, - bubble_z_cm: np.ndarray | None = None, - show_bubbles: bool = True, - title: str | None = None, -) -> None: - """Save a B-mode image with centimeter axes and optional GT bubbles.""" - - import matplotlib.pyplot as plt - - image = np.asarray(image) - if image.ndim != 2: - raise ValueError(f"Expected a 2-D B-mode image, got shape {image.shape}") - - x_min, x_max, z_min, z_max = extent_cm - fig, ax = plt.subplots(figsize=(5, 12), constrained_layout=True) - ax.imshow( - image, - cmap="gray", - origin="upper", - aspect="auto", - extent=(x_min, x_max, z_max, z_min), - interpolation="nearest", - vmin=0, - vmax=255, - ) - if show_bubbles and bubble_x_cm is not None and bubble_z_cm is not None: - ax.scatter( - bubble_x_cm, - bubble_z_cm, - facecolors="none", - edgecolors="red", - linewidths=0.8, - s=28, - label="Bubble ground truth", - ) - ax.legend(loc="upper right") - ax.set_xlabel("Lateral position x [cm]") - ax.set_ylabel("Depth z [cm]") - if title: - ax.set_title(title) - ax.set_xlim(x_min, x_max) - ax.set_ylim(z_max, z_min) - fig.savefig(output, dpi=150) - plt.close(fig) - - -def plot_gt_label( - label: np.ndarray, - extent_cm: tuple[float, float, float, float], - output: str | Path, - title: str | None = None, -) -> None: - """Save a ground-truth label with the same physical axes as B-mode.""" - - import matplotlib.pyplot as plt - - x_min, x_max, z_min, z_max = extent_cm - fig, ax = plt.subplots(figsize=(5, 12), constrained_layout=True) - ax.imshow( - label, - cmap="gray", - origin="upper", - aspect="auto", - extent=(x_min, x_max, z_max, z_min), - interpolation="nearest", - vmin=0.0, - vmax=1.0, - ) - ax.set_xlabel("Lateral position x [cm]") - ax.set_ylabel("Depth z [cm]") - if title: - ax.set_title(title) - ax.set_xlim(x_min, x_max) - ax.set_ylim(z_max, z_min) - fig.savefig(output, dpi=150) - plt.close(fig) - - -def bubble_label( - image_shape: tuple[int, int], - extent_cm: tuple[float, float, float, float], - bubble_x_cm: np.ndarray, - bubble_z_cm: np.ndarray, -) -> np.ndarray: - """Create a hard binary bubble label image.""" - - height, width = image_shape - x_min, x_max, z_min, z_max = extent_cm - label = np.zeros((height, width), dtype=np.float32) - x_pixels = (bubble_x_cm - x_min) / (x_max - x_min) * (width - 1) - z_pixels = (bubble_z_cm - z_min) / (z_max - z_min) * (height - 1) - x_pixels = np.rint(x_pixels).astype(int) - z_pixels = np.rint(z_pixels).astype(int) - valid = (x_pixels >= 0) & (x_pixels < width) & (z_pixels >= 0) & (z_pixels < height) - label[z_pixels[valid], x_pixels[valid]] = 1.0 - return label diff --git a/twente-vortexflow/README.md b/twente-vortexflow/README.md index d5648bcabcdd048159b7bb4f60b89aae4fd358ce..ceb618c9a308605fc2a58c06f7c89c9f72552237 100644 --- a/twente-vortexflow/README.md +++ b/twente-vortexflow/README.md @@ -1,184 +1,184 @@ ---- -pretty_name: "OpenH-RF — Flow Phantom Ultrasound Channel/Optical Data (Physics of Fluids, University of Twente)" -license: cc-by-4.0 -task_categories: - - image-segmentation - - other -tags: - - ultrasound - - rf - - openh-rf - - flow - - phantom - - blood-flow -language: - - en -size_categories: - - 1K RF demodulation - -> Zea delay_and_sum with enable_scanline=true + -> zea delay_and_sum with enable_scanline=true and enable_aligned_apodization=true -> Envelope detection -> 99.5th-percentile normalization @@ -183,7 +183,7 @@ Cast to float32 ``` In scanline mode the output has 64 angular lines—one per stored focused -transmit. Zea constructs the one-line-per-transmit grid and the one-hot aligned +transmit. zea constructs the one-line-per-transmit grid and the one-hot aligned transmit mask internally; no custom `flat_pfield` or transmit-weight code is used. @@ -191,7 +191,7 @@ used. `zlims: [0.0001, 0.100023]` are line depths from each transmit origin on the curved element surface. -The contributor reports structural checks across all files, plus full Zea +The contributor reports structural checks across all files, plus full zea schema validation and raw-only reconstruction on three distributed samples from each case (24 samples). For those samples, the preserved source line RF was also compared with the original E-scan events. diff --git a/ubc/module_A/pipeline.yaml b/ubc/module_A/pipeline.yaml index 169631660fcb48b62e75de0696a3ffd007283db3..dc9a855c68b786a81add65096612609cf957d9f0 100644 --- a/ubc/module_A/pipeline.yaml +++ b/ubc/module_A/pipeline.yaml @@ -8,7 +8,6 @@ pipeline: - name: beamform params: beamformer: delay_and_sum - num_patches: 64 enable_aligned_apodization: true - envelope_detect - name: normalize diff --git a/ubc/module_C/README.md b/ubc/module_C/README.md index 0c8f261c7260a965e9a5debc47816f70b4266421..9bbcfea0739b2c999b6c144ddb16337734f63d40 100644 --- a/ubc/module_C/README.md +++ b/ubc/module_C/README.md @@ -1,308 +1,308 @@ ---- -pretty_name: "OpenH-RF — UBC Module C Fetal Phantom" -license: cc-by-4.0 -task_categories: - - image-to-image -tags: - - ultrasound - - rf - - b-mode - - beamforming - - fetal-imaging - - phantom - - synthetic - - multimodal - - timeseries - - video - - openh-rf -language: - - en -size_categories: - - "1K University of British Columbia OpenH-RF contributors (2026). *UBC Module C: -> Synthetic Channel Proxy and Multimodal Fetal Phantom Ultrasound*. OpenH-RF. -> CC BY 4.0. - -## Intended Usage - -Research uses include synthetic RF-to-B-mode reconstruction, denoising, -super-resolution, fetal-phantom scan-plane assessment, and temporally aligned -multimodal learning. The dataset is for research and technical evaluation, -not clinical diagnosis. Source-derived reference images are not independent -physical ground truth for the simulated channels. - -## Dataset Characterization - -- **Collection:** Phantom ultrasound and simultaneous room-camera and tracking - recordings, followed by deterministic synthetic-channel generation. -- **Acquisition system:** BK3500 ultrasound; NDI Tool-2 tracked-marker poses; - NDI Tool-1 reference-tool poses; Intel RealSense RGB, left/right infrared, - and encoded depth video. -- **Labels:** Source indices, synchronization validity flags, and simulation - provenance. No manual fetal-structure segmentations or verified phantom - configuration labels are supplied. -- **Simulation framework:** Custom NumPy/SciPy scatterer forward model using - four-point fractional delays, pulse filtering, frame-specific noise, and - `int16` quantization. Session 1 preserves its original amplitudes and shared random draws, - with scatterer depths evaluated on each frame's source IQ axial grid. Session 2 uses fixed - deterministic positions and reflectivity draws for the session, with - frame amplitudes derived from its IQ envelope. - No two-channel proxy data are included as equivalent RF measurements. - -### Ultrasound and synthetic-channel parameters - -| Parameter | Value | Status | -|---|---:|---| -| Frames | 3,845 | Two sessions; one per matched BK/RealSense frame | -| Focused transmit events per frame | 248 | Stored in each Zea file | -| Receive elements | 192 | Synthetic assumption | -| Axial RF samples per trace | 3,153 | Includes 300 zero-tail samples | -| RF components | 1 real component | Stored as `int16` | -| Sampling frequency | 15 MHz | Stored Zea scan parameter | -| Center/demodulation frequency | 3.75 MHz | Stored Zea scan parameter | -| Assumed sound speed | 1,540 m/s | Stored Zea scan parameter | -| Assumed element pitch | 0.2 mm | Synthetic geometry assumption | -| Assumed nominal aperture | 38.4 mm | 192 elements × 0.2 mm | -| Element width / height | 0.18 mm / 5.0 mm | Synthetic model | -| Assumed transmit focus | 98 mm | Copied from source scan metadata | -| RF trace duration | 210.2 µs | Stored raw-data attribute | -| Zero-amplitude tail | 20 µs / 300 samples | Stored raw-data attributes | -| Target maximum magnitude | 26,000 counts | Below `int16` full scale | - -The element geometry and dimensions are simulation assumptions, not measured -probe specifications. The relationship between the recorded 98-mm focus and -the proprietary scanner transmit law is unknown. - - -## Dataset Format - -Each Zea HDF5 file contains one frame and is written with **Zea 0.1.5**. -The writer-version field describes serialization, -not processing speed. Source IQ and its display reference are under -`/custom/source_provenance`. - -### Package layout - -| Path | Contents | -|---|---| -| `acquisitions/session_01/session_01_fNNNN.hdf5` | Selected source frames 0055–2586; gaps are intentional | -| `acquisitions/session_02/session_02_fNNNN.hdf5` | Selected source frames 0001–5017; gaps are intentional | -| `source_bmode/session_XX/` | BK viewport MP4 video | -| `external_camera/session_XX/` | RealSense MP4 video | -| [`pipeline.yaml`](pipeline.yaml) | Shared reconstruction configuration for both sessions | - -`session_XX` denotes `session_01` or `session_02`. All public identifiers are -neutral session labels. HDF5 `source_file` values identify private source -container aliases, not downloadable package files; the source IQ is embedded -in each sample. This HF release includes HDF5 files, this card, the pipeline -configuration, and the source BK viewport and RealSense MP4 videos. -Composite review videos, standalone scripts, timing/tracking tables, -calibration sidecars, and validation reports are not included. References -inside unchanged HDF5 metadata may identify sidecars from the source package -that are not available in this release. - -### Timestamp conventions - -**All acquisition timestamps are session-relative. Absolute wall-clock times -are intentionally withheld for de-identification.** IQ, BK viewport, NDI -reference-tool, and RealSense host times are relative to the first **source** IQ -frame of their own session, even when that frame is excluded from the release. RealSense device time is relative to its first camera frame. -Negative host-relative camera times can precede the first IQ frame. -Each one-frame Zea probe-pose timestamp is locally zero, with session-relative -IQ time stored separately in `/custom/synchronization`. - -Use alignment indices and validity flags, not video frame rate alone, to link -modalities. The HDF5 Tool-2 previous/next/recorded-last indices address the -**status-zero subset** of the source tracking records. Tool-1 reference -indices address the full source reference-tool records. These standalone -tables are not included in this HF release. MP4 playback time is an encoded -presentation timeline, not an acquisition clock; use the per-frame -synchronization metadata retained in HDF5. - -## Dataset Quantification - -| Quantity | session_01 | session_02 | Total | -|---|---:|---:|---:| -| Retained ultrasound frames / HDF5 files | 1,339 | 2,506 | 3,845 | -| Original ultrasound frames | 2,613 | 5,019 | 7,632 | -| Excluded unmatched or repeated video associations | 1,274 | 2,513 | 3,787 | -| Retained source frame range (with gaps) | 55–2586 | 1–5017 | Original frame numbers preserved | -| Retained IQ time span (s) | 1.063–52.681 | 0.018–93.757 | Separate source-session origins | -| BK viewport video frames | 1,582 | 2,798 | 4,380 | -| Frames per RealSense stream | 1,591 | 3,677 | 5,268 | -| Valid BK / NDI Tool-2 / NDI Tool-1 / RealSense links | 1,339 each | 2,506 each | 3,845 each | - -**Frame selection:** Every retained ultrasound frame has a valid BK video link, -RealSense video link, interpolated NDI Tool-2 pose, and NDI Tool-1 reference -link. Each BK frame and each RealSense frame is associated with **at most one** -retained ultrasound frame. Selection maximizes the number of chronological -matches, then minimizes the sum of absolute BK/RealSense timing offsets; source -frame order breaks remaining ties. Original frame indices, relative times, and -noise seeds are preserved. HDF5 files contain only retained ultrasound frames; -videos retain their full temporal context. - -**HDF5 storage:** session_01: 205,236,518,547 bytes (191.14 GiB); session_02: 388,206,776,234 bytes (361.55 GiB). Total: **593,443,294,781 bytes (552.69 GiB)**. Files use lossless compression. - -**Splits:** None supplied. Neighboring frames and the two sessions share a -phantom and acquisition setting. Split by session for temporal separation; -this does not establish generalization to different phantoms or patients. - -### Per-sample feature table - -| Name | Shape | Dtype | Units | Description | -|---|---:|---|---|---| -| `/tracks/track_0/data/raw_data` | `(1, 248, 3153, 192, 1)` | `int16` | scaled ADC-like counts | Synthetic real-RF channel tensor ordered as frame, transmit, axial sample, receive element, RF component | -| `/tracks/track_0/data/image/values` | `(1, 704, 248, 1)` | `uint8` | display gray level | Stored source-derived reference image; not used as a reconstruction input | -| `/tracks/track_0/data/image/coordinates` | `(704, 248, 3)` | `float32` | m | Cartesian coordinate for each stored reference-image pixel | -| `/probe/probe_geometry` | `(192, 3)` | `float32` | m | Assumed synthetic receive-element positions | -| `/tracks/track_0/scan/tx_apodizations` | `(248, 192)` | `float32` | unitless | Assumed transmit apodization per event and element | -| `/tracks/track_0/scan/t0_delays` | `(248, 192)` | `float32` | s | Assumed transmit delay per event and element | -| `/tracks/track_0/scan/transmit_origins` | `(248, 3)` | `float32` | m | Transmit-beam origins | -| `/tracks/track_0/scan/focus_distances` | `(248,)` | `float32` | m | Focus distance for each transmit event | -| `/tracks/track_0/scan/azimuth_angles` | `(248,)` | `float32` | rad | Azimuth angle for each scanline | -| `/tracks/track_0/scan/initial_times` | `(248,)` | `float32` | s | ADC start time for each transmit event | -| `/tracks/track_0/scan/tgc_gain_curve` | `(3153,)` | `float32` | unitless | Stored time-gain-compensation curve | -| `/metadata/probe_pose/translation` | `(1, 3)` | `float32` | m | Interpolated NDI Tool-2 marker translation; not a calibrated probe-tip pose | -| `/metadata/probe_pose/rotation` | `(1, 4)` | `float32` | unitless | NDI Tool-2 marker quaternion in `xyzw` order | -| `/metadata/probe_pose/timestamps` | `(1,)` | `float32` | s | Locally rebased one-frame pose time; session-relative IQ time is stored separately | -| `/custom/source_provenance/source_beamformed_iq` | `(N_IQ, 248, 2)` | `float32` | arbitrary | Preserved source beamformed and compounded IQ; axial sample count varies by frame | -| `/custom/source_provenance/source_bmode_normalized` | `(704, 248)` | `float32` | normalized intensity | Source IQ envelope displayed over −50 to 0 dB | -| `/custom/source_provenance/imaging_depth_m` | `()` | `float32` | m | 0.14-m depth read by reconstruction | -| `/custom/simulation/scatterer_positions` | `(95232, 3)` | `float32` | m | Synthetic coordinates; source-grid-dependent in session 1, fixed across session 2 | -| `/custom/simulation/scatterer_magnitudes` | `(95232,)` | `float32` | arbitrary | Signed synthetic scatterer magnitudes | -| `/custom/simulation/simulation_settings` | `(11,)` | `float64` | mixed | Element, transmit, scatterer, aperture, focus, timing, scaling, and seed settings; ordering is documented in the dataset attribute | -| `/custom/synchronization/*` | scalar or small vector | mixed | s, ms, rad, m, index, or unitless | Relative-time frame links, validity flags, NDI poses, source-frame fields, and deterministic simulation seeds | -| `/custom/session_calibration/image_t_tracker` | `(4, 4)` | `float64` | translation in mm; linear-block units unconfirmed | Source-supplied transform; direction and spatial registration unconfirmed | - -`N_IQ` is 1,824, 1,840, or 1,888, as recorded per frame in -`/custom/synchronization/source_valid_axial_samples`. The synthetic RF tensor -has a fixed 3,153 axial samples regardless of source IQ length. - -Scalar Zea fields additionally store the 15-MHz sampling frequency, 3.75-MHz -center and demodulation frequencies, and 1,540-m/s sound speed. Dataset-level -attributes provide descriptions and units for individual fields. - - -### Camera representation and calibration - -RGB and left/right IR are privacy crops, independently reviewed for each -session: `x=320, y=200, width=720, height=520` from 1280 × 720 source frames. -All source frames and their order are retained at 30 encoded fps. Crop-adjusted -principal points satisfy `cx_crop = cx_source − 320` and -`cy_crop = cy_source − 200`; focal lengths, distortion coefficients, and -inter-camera extrinsics are unchanged. Depth remains an uncropped encoded -preview. Standalone calibration and crop-check sidecars are not included in -this HF release. - -## Data Validation - -### Reconstruction - -The contributor reports validation with Python 3.12, Zea 0.1.5, and a -CUDA 12.8 / PyTorch configuration. The retained `pipeline.yaml` records the -shared reconstruction configuration; the standalone reconstruction entry -point and its dependency file are not included in this HF release. - -The contributor's reconstruction reads synthetic `raw_data`, Zea scan/probe parameters, and -imaging depth. Zea's native aligned scanline DAS uses exactly one transmit per -scanline, followed by envelope detection, normalization, log compression, and -the documented display conversion. Source IQ, stored B-mode, and videos are -not reconstruction inputs. Prepared pipelines are reused only for matching -scan/probe parameters and precision/device settings. - -The contributor's mixed-precision qualification compares against float32, -using float32 if scanline RMSE exceeds 0.001 dB or maximum difference exceeds -0.05 dB. This describes the contributor's validation, not a runnable command -included in this release. The contributor reports reconstruction of 90 frames -across the two sessions, with four endpoints shared with a six-frame precision -comparison. This does not imply that every RF file has been reconstructed. - -### Software references - -- Harris, C. R., et al. (2020). [Array programming with NumPy](https://doi.org/10.1038/s41586-020-2649-2). *Nature*, 585, 357–362. -- Virtanen, P., et al. (2020). [SciPy 1.0: fundamental algorithms for scientific computing in Python](https://doi.org/10.1038/s41592-019-0686-2). *Nature Methods*, 17, 261–272. -- Stevens, T. S. W., et al. (2026). [zea: A Toolbox for Cognitive Ultrasound Imaging](https://doi.org/10.21105/joss.09881). *Journal of Open Source Software*, 11(121), 9881. See also the [Zea operations documentation](https://zea.readthedocs.io/en/stable/_autosummary/zea.ops.html). - -## Subject Metadata - -- **Subject type:** Phantom; no human patient or animal subject. -- **Phantom:** Kyoto Kagaku Fetus Ultrasound Examination Phantom “SPACE FAN-ST.” -- **Stable HDF5 subject ID:** `Kyoto-Kagaku-SPACE-FAN-ST` in both sessions. -- **Sessions:** `session_01` and `session_02`, recorded separately from subject ID. -- **Anatomical region:** Fetal ultrasound training phantom within an abdominal model. -- **Demographics/pathology:** Not applicable. No verified phantom configuration label. - -## Known Issues - -- **Synthetic provenance:** Already beamformed IQ cannot recover original - element-level receive signals. RF and source-derived B-mode share source - information; similarity is not independent physical validation. -- **Unverified acquisition geometry:** The synthetic geometry is assumed. - Scanner transmit law, receive aperture, RF time-zero, and proprietary - compound/multibeam processing are unavailable. -- **Display approximation:** Scan conversion uses a 31.1-mm display aperture, - ±14.96° scanline range, virtual apex, and 4% black border. This differs from - the 38.4-mm synthetic receive aperture and does not alter DAS delays. -- **Spatial registration:** Probe/tool poses and ultrasound/cameras are - **temporally synchronized only, not spatially registered**. The source-supplied - `image_t_tracker` matrix has an **unconfirmed transform direction**. No - camera-to-NDI or camera-to-ultrasound transform, calibrated probe-tip mapping, - or phantom-anatomical registration is supplied. NDI axis interpretation is - unverified. RealSense inter-camera calibration does not establish those mappings. -- **Camera encoding:** RGB/IR are lossy H.264 crops. Depth is an H.264 display - preview, not lossless metric Z16 depth. -- **Identical infrared views:** Within each session, source IR-left/right are - byte-identical, as are their cropped derivatives. They are not independent - stereo views; supplied stereo extrinsics do not resolve this source limitation. - -## Ethical Considerations - -Ultrasound content is phantom and simulation data, with no patient records, -demographics, or animal subjects. Patient consent, human-subject IRB approval, -and animal-welfare review are not applicable to that content. - -Room-camera recordings originally captured people. Released RGB/IR crops -retain hands/forearms but exclude faces and the wider room. Uncropped RGB/IR, -audio, original source identifiers, absolute acquisition clocks, and local -filesystem paths are excluded. The camera review fully decoded all ten retained streams, inspected -48 distributed frames per stream, and reviewed every face-detector hit. -The contributor reports that the reviewed hits were false positives and no -faces were visible in the crops. The underlying review records are not -included in this HF release. +--- +pretty_name: "OpenH-RF — UBC Module C Fetal Phantom" +license: cc-by-4.0 +task_categories: + - image-to-image +tags: + - ultrasound + - rf + - b-mode + - beamforming + - fetal-imaging + - phantom + - synthetic + - multimodal + - timeseries + - video + - openh-rf +language: + - en +size_categories: + - "1K University of British Columbia OpenH-RF contributors (2026). *UBC Module C: +> Synthetic Channel Proxy and Multimodal Fetal Phantom Ultrasound*. OpenH-RF. +> CC BY 4.0. + +## Intended Usage + +Research uses include synthetic RF-to-B-mode reconstruction, denoising, +super-resolution, fetal-phantom scan-plane assessment, and temporally aligned +multimodal learning. The dataset is for research and technical evaluation, +not clinical diagnosis. Source-derived reference images are not independent +physical ground truth for the simulated channels. + +## Dataset Characterization + +- **Collection:** Phantom ultrasound and simultaneous room-camera and tracking + recordings, followed by deterministic synthetic-channel generation. +- **Acquisition system:** BK3500 ultrasound; NDI Tool-2 tracked-marker poses; + NDI Tool-1 reference-tool poses; Intel RealSense RGB, left/right infrared, + and encoded depth video. +- **Labels:** Source indices, synchronization validity flags, and simulation + provenance. No manual fetal-structure segmentations or verified phantom + configuration labels are supplied. +- **Simulation framework:** Custom NumPy/SciPy scatterer forward model using + four-point fractional delays, pulse filtering, frame-specific noise, and + `int16` quantization. Session 1 preserves its original amplitudes and shared random draws, + with scatterer depths evaluated on each frame's source IQ axial grid. Session 2 uses fixed + deterministic positions and reflectivity draws for the session, with + frame amplitudes derived from its IQ envelope. + No two-channel proxy data are included as equivalent RF measurements. + +### Ultrasound and synthetic-channel parameters + +| Parameter | Value | Status | +|---|---:|---| +| Frames | 3,845 | Two sessions; one per matched BK/RealSense frame | +| Focused transmit events per frame | 248 | Stored in each zea file | +| Receive elements | 192 | Synthetic assumption | +| Axial RF samples per trace | 3,153 | Includes 300 zero-tail samples | +| RF components | 1 real component | Stored as `int16` | +| Sampling frequency | 15 MHz | Stored zea scan parameter | +| Center/demodulation frequency | 3.75 MHz | Stored zea scan parameter | +| Assumed sound speed | 1,540 m/s | Stored zea scan parameter | +| Assumed element pitch | 0.2 mm | Synthetic geometry assumption | +| Assumed nominal aperture | 38.4 mm | 192 elements × 0.2 mm | +| Element width / height | 0.18 mm / 5.0 mm | Synthetic model | +| Assumed transmit focus | 98 mm | Copied from source scan metadata | +| RF trace duration | 210.2 µs | Stored raw-data attribute | +| Zero-amplitude tail | 20 µs / 300 samples | Stored raw-data attributes | +| Target maximum magnitude | 26,000 counts | Below `int16` full scale | + +The element geometry and dimensions are simulation assumptions, not measured +probe specifications. The relationship between the recorded 98-mm focus and +the proprietary scanner transmit law is unknown. + + +## Dataset Format + +Each zea HDF5 file contains one frame and is written with **zea 0.1.5**. +The writer-version field describes serialization, +not processing speed. Source IQ and its display reference are under +`/custom/source_provenance`. + +### Package layout + +| Path | Contents | +|---|---| +| `acquisitions/session_01/session_01_fNNNN.hdf5` | Selected source frames 0055–2586; gaps are intentional | +| `acquisitions/session_02/session_02_fNNNN.hdf5` | Selected source frames 0001–5017; gaps are intentional | +| `source_bmode/session_XX/` | BK viewport MP4 video | +| `external_camera/session_XX/` | RealSense MP4 video | +| [`pipeline.yaml`](pipeline.yaml) | Shared reconstruction configuration for both sessions | + +`session_XX` denotes `session_01` or `session_02`. All public identifiers are +neutral session labels. HDF5 `source_file` values identify private source +container aliases, not downloadable package files; the source IQ is embedded +in each sample. This HF release includes HDF5 files, this card, the pipeline +configuration, and the source BK viewport and RealSense MP4 videos. +Composite review videos, standalone scripts, timing/tracking tables, +calibration sidecars, and validation reports are not included. References +inside unchanged HDF5 metadata may identify sidecars from the source package +that are not available in this release. + +### Timestamp conventions + +**All acquisition timestamps are session-relative. Absolute wall-clock times +are intentionally withheld for de-identification.** IQ, BK viewport, NDI +reference-tool, and RealSense host times are relative to the first **source** IQ +frame of their own session, even when that frame is excluded from the release. RealSense device time is relative to its first camera frame. +Negative host-relative camera times can precede the first IQ frame. +Each one-frame zea probe-pose timestamp is locally zero, with session-relative +IQ time stored separately in `/custom/synchronization`. + +Use alignment indices and validity flags, not video frame rate alone, to link +modalities. The HDF5 Tool-2 previous/next/recorded-last indices address the +**status-zero subset** of the source tracking records. Tool-1 reference +indices address the full source reference-tool records. These standalone +tables are not included in this HF release. MP4 playback time is an encoded +presentation timeline, not an acquisition clock; use the per-frame +synchronization metadata retained in HDF5. + +## Dataset Quantification + +| Quantity | session_01 | session_02 | Total | +|---|---:|---:|---:| +| Retained ultrasound frames / HDF5 files | 1,339 | 2,506 | 3,845 | +| Original ultrasound frames | 2,613 | 5,019 | 7,632 | +| Excluded unmatched or repeated video associations | 1,274 | 2,513 | 3,787 | +| Retained source frame range (with gaps) | 55–2586 | 1–5017 | Original frame numbers preserved | +| Retained IQ time span (s) | 1.063–52.681 | 0.018–93.757 | Separate source-session origins | +| BK viewport video frames | 1,582 | 2,798 | 4,380 | +| Frames per RealSense stream | 1,591 | 3,677 | 5,268 | +| Valid BK / NDI Tool-2 / NDI Tool-1 / RealSense links | 1,339 each | 2,506 each | 3,845 each | + +**Frame selection:** Every retained ultrasound frame has a valid BK video link, +RealSense video link, interpolated NDI Tool-2 pose, and NDI Tool-1 reference +link. Each BK frame and each RealSense frame is associated with **at most one** +retained ultrasound frame. Selection maximizes the number of chronological +matches, then minimizes the sum of absolute BK/RealSense timing offsets; source +frame order breaks remaining ties. Original frame indices, relative times, and +noise seeds are preserved. HDF5 files contain only retained ultrasound frames; +videos retain their full temporal context. + +**HDF5 storage:** session_01: 205,236,518,547 bytes (191.14 GiB); session_02: 388,206,776,234 bytes (361.55 GiB). Total: **593,443,294,781 bytes (552.69 GiB)**. Files use lossless compression. + +**Splits:** None supplied. Neighboring frames and the two sessions share a +phantom and acquisition setting. Split by session for temporal separation; +this does not establish generalization to different phantoms or patients. + +### Per-sample feature table + +| Name | Shape | Dtype | Units | Description | +|---|---:|---|---|---| +| `/tracks/track_0/data/raw_data` | `(1, 248, 3153, 192, 1)` | `int16` | scaled ADC-like counts | Synthetic real-RF channel tensor ordered as frame, transmit, axial sample, receive element, RF component | +| `/tracks/track_0/data/image/values` | `(1, 704, 248, 1)` | `uint8` | display gray level | Stored source-derived reference image; not used as a reconstruction input | +| `/tracks/track_0/data/image/coordinates` | `(704, 248, 3)` | `float32` | m | Cartesian coordinate for each stored reference-image pixel | +| `/probe/probe_geometry` | `(192, 3)` | `float32` | m | Assumed synthetic receive-element positions | +| `/tracks/track_0/scan/tx_apodizations` | `(248, 192)` | `float32` | unitless | Assumed transmit apodization per event and element | +| `/tracks/track_0/scan/t0_delays` | `(248, 192)` | `float32` | s | Assumed transmit delay per event and element | +| `/tracks/track_0/scan/transmit_origins` | `(248, 3)` | `float32` | m | Transmit-beam origins | +| `/tracks/track_0/scan/focus_distances` | `(248,)` | `float32` | m | Focus distance for each transmit event | +| `/tracks/track_0/scan/azimuth_angles` | `(248,)` | `float32` | rad | Azimuth angle for each scanline | +| `/tracks/track_0/scan/initial_times` | `(248,)` | `float32` | s | ADC start time for each transmit event | +| `/tracks/track_0/scan/tgc_gain_curve` | `(3153,)` | `float32` | unitless | Stored time-gain-compensation curve | +| `/metadata/probe_pose/translation` | `(1, 3)` | `float32` | m | Interpolated NDI Tool-2 marker translation; not a calibrated probe-tip pose | +| `/metadata/probe_pose/rotation` | `(1, 4)` | `float32` | unitless | NDI Tool-2 marker quaternion in `xyzw` order | +| `/metadata/probe_pose/timestamps` | `(1,)` | `float32` | s | Locally rebased one-frame pose time; session-relative IQ time is stored separately | +| `/custom/source_provenance/source_beamformed_iq` | `(N_IQ, 248, 2)` | `float32` | arbitrary | Preserved source beamformed and compounded IQ; axial sample count varies by frame | +| `/custom/source_provenance/source_bmode_normalized` | `(704, 248)` | `float32` | normalized intensity | Source IQ envelope displayed over −50 to 0 dB | +| `/custom/source_provenance/imaging_depth_m` | `()` | `float32` | m | 0.14-m depth read by reconstruction | +| `/custom/simulation/scatterer_positions` | `(95232, 3)` | `float32` | m | Synthetic coordinates; source-grid-dependent in session 1, fixed across session 2 | +| `/custom/simulation/scatterer_magnitudes` | `(95232,)` | `float32` | arbitrary | Signed synthetic scatterer magnitudes | +| `/custom/simulation/simulation_settings` | `(11,)` | `float64` | mixed | Element, transmit, scatterer, aperture, focus, timing, scaling, and seed settings; ordering is documented in the dataset attribute | +| `/custom/synchronization/*` | scalar or small vector | mixed | s, ms, rad, m, index, or unitless | Relative-time frame links, validity flags, NDI poses, source-frame fields, and deterministic simulation seeds | +| `/custom/session_calibration/image_t_tracker` | `(4, 4)` | `float64` | translation in mm; linear-block units unconfirmed | Source-supplied transform; direction and spatial registration unconfirmed | + +`N_IQ` is 1,824, 1,840, or 1,888, as recorded per frame in +`/custom/synchronization/source_valid_axial_samples`. The synthetic RF tensor +has a fixed 3,153 axial samples regardless of source IQ length. + +Scalar zea fields additionally store the 15-MHz sampling frequency, 3.75-MHz +center and demodulation frequencies, and 1,540-m/s sound speed. Dataset-level +attributes provide descriptions and units for individual fields. + + +### Camera representation and calibration + +RGB and left/right IR are privacy crops, independently reviewed for each +session: `x=320, y=200, width=720, height=520` from 1280 × 720 source frames. +All source frames and their order are retained at 30 encoded fps. Crop-adjusted +principal points satisfy `cx_crop = cx_source − 320` and +`cy_crop = cy_source − 200`; focal lengths, distortion coefficients, and +inter-camera extrinsics are unchanged. Depth remains an uncropped encoded +preview. Standalone calibration and crop-check sidecars are not included in +this HF release. + +## Data Validation + +### Reconstruction + +The contributor reports validation with Python 3.12, zea 0.1.5, and a +CUDA 12.8 / PyTorch configuration. The retained `pipeline.yaml` records the +shared reconstruction configuration; the standalone reconstruction entry +point and its dependency file are not included in this HF release. + +The contributor's reconstruction reads synthetic `raw_data`, zea scan/probe parameters, and +imaging depth. zea's native aligned scanline DAS uses exactly one transmit per +scanline, followed by envelope detection, normalization, log compression, and +the documented display conversion. Source IQ, stored B-mode, and videos are +not reconstruction inputs. Prepared pipelines are reused only for matching +scan/probe parameters and precision/device settings. + +The contributor's mixed-precision qualification compares against float32, +using float32 if scanline RMSE exceeds 0.001 dB or maximum difference exceeds +0.05 dB. This describes the contributor's validation, not a runnable command +included in this release. The contributor reports reconstruction of 90 frames +across the two sessions, with four endpoints shared with a six-frame precision +comparison. This does not imply that every RF file has been reconstructed. + +### Software references + +- Harris, C. R., et al. (2020). [Array programming with NumPy](https://doi.org/10.1038/s41586-020-2649-2). *Nature*, 585, 357–362. +- Virtanen, P., et al. (2020). [SciPy 1.0: fundamental algorithms for scientific computing in Python](https://doi.org/10.1038/s41592-019-0686-2). *Nature Methods*, 17, 261–272. +- Stevens, T. S. W., et al. (2026). [zea: A Toolbox for Cognitive Ultrasound Imaging](https://doi.org/10.21105/joss.09881). *Journal of Open Source Software*, 11(121), 9881. See also the [zea operations documentation](https://zea.readthedocs.io/en/stable/_autosummary/zea.ops.html). + +## Subject Metadata + +- **Subject type:** Phantom; no human patient or animal subject. +- **Phantom:** Kyoto Kagaku Fetus Ultrasound Examination Phantom “SPACE FAN-ST.” +- **Stable HDF5 subject ID:** `Kyoto-Kagaku-SPACE-FAN-ST` in both sessions. +- **Sessions:** `session_01` and `session_02`, recorded separately from subject ID. +- **Anatomical region:** Fetal ultrasound training phantom within an abdominal model. +- **Demographics/pathology:** Not applicable. No verified phantom configuration label. + +## Known Issues + +- **Synthetic provenance:** Already beamformed IQ cannot recover original + element-level receive signals. RF and source-derived B-mode share source + information; similarity is not independent physical validation. +- **Unverified acquisition geometry:** The synthetic geometry is assumed. + Scanner transmit law, receive aperture, RF time-zero, and proprietary + compound/multibeam processing are unavailable. +- **Display approximation:** Scan conversion uses a 31.1-mm display aperture, + ±14.96° scanline range, virtual apex, and 4% black border. This differs from + the 38.4-mm synthetic receive aperture and does not alter DAS delays. +- **Spatial registration:** Probe/tool poses and ultrasound/cameras are + **temporally synchronized only, not spatially registered**. The source-supplied + `image_t_tracker` matrix has an **unconfirmed transform direction**. No + camera-to-NDI or camera-to-ultrasound transform, calibrated probe-tip mapping, + or phantom-anatomical registration is supplied. NDI axis interpretation is + unverified. RealSense inter-camera calibration does not establish those mappings. +- **Camera encoding:** RGB/IR are lossy H.264 crops. Depth is an H.264 display + preview, not lossless metric Z16 depth. +- **Identical infrared views:** Within each session, source IR-left/right are + byte-identical, as are their cropped derivatives. They are not independent + stereo views; supplied stereo extrinsics do not resolve this source limitation. + +## Ethical Considerations + +Ultrasound content is phantom and simulation data, with no patient records, +demographics, or animal subjects. Patient consent, human-subject IRB approval, +and animal-welfare review are not applicable to that content. + +Room-camera recordings originally captured people. Released RGB/IR crops +retain hands/forearms but exclude faces and the wider room. Uncropped RGB/IR, +audio, original source identifiers, absolute acquisition clocks, and local +filesystem paths are excluded. The camera review fully decoded all ten retained streams, inspected +48 distributed frames per stream, and reviewed every face-detector hit. +The contributor reports that the reviewed hits were false positives and no +faces were visible in the crops. The underlying review records are not +included in this HF release. diff --git a/ubc/module_C/pipeline.yaml b/ubc/module_C/pipeline.yaml index 655bd208691e73a8e81fb77d29ab7730b3b455af..b8b04dd7c90cc802be8f6ce289d244d54a983085 100644 --- a/ubc/module_C/pipeline.yaml +++ b/ubc/module_C/pipeline.yaml @@ -1,6 +1,6 @@ # Raw-data-to-scanline pipeline used by reconstruct.py. The documented # display-only BK-like scan conversion and uncropped border are applied in -# reconstruct.py after this Zea pipeline completes. +# reconstruct.py after this zea pipeline completes. pipeline: name: module_c_native_scanline_delay_and_sum operations: @@ -11,7 +11,6 @@ pipeline: - name: beamform params: beamformer: delay_and_sum - num_patches: 64 enable_aligned_apodization: true - envelope_detect - name: normalize diff --git a/unc-openpros/pipeline.yaml b/unc-openpros/pipeline.yaml new file mode 100644 index 0000000000000000000000000000000000000000..04d17ddcb44f742312fdd8185a4d8b9e02ae35b3 --- /dev/null +++ b/unc-openpros/pipeline.yaml @@ -0,0 +1,24 @@ +pipeline: + operations: + - openpros.custom_ops.myrearrange + - name: openpros.custom_ops.logtransform + params: + k: 100000.0 + data_min: -0.25 + data_max: 0.45 + - name: normalize + params: + output_range: + - -1.0 + - 1.0 + - name: openpros.network_ops.inversionnetinference + params: + preset: inversionnet-openpros + - name: normalize + params: + output_range: + - 1300.0 + - 3600.0 + input_range: + - -1.0 + - 1.0 diff --git a/vanderbilt/pipeline.yaml b/vanderbilt/pipeline.yaml index ef4a95f02e4125afc786a74be3419809078724f4..5c24f0837ab466e6789ec93e62fa29dc6f9c8771 100644 --- a/vanderbilt/pipeline.yaml +++ b/vanderbilt/pipeline.yaml @@ -6,7 +6,6 @@ pipeline: - demodulate - name: beamform params: - num_patches: 400 enable_pfield: true - envelope_detect - name: normalize diff --git a/waterloo-carotid/pipeline.yaml b/waterloo-carotid/pipeline.yaml index 65089dc615653632eee322e25d7a69ff90adfe89..a8e6641893b77ccf2df41c8f69ad25bf957a66c8 100644 --- a/waterloo-carotid/pipeline.yaml +++ b/waterloo-carotid/pipeline.yaml @@ -9,9 +9,7 @@ pipeline: - 3000000.0 - 7000000.0 - demodulate - - name: beamform - params: - num_patches: 1000 + - beamform - envelope_detect - name: normalize params: diff --git a/waterloo-largeartery/pipeline.yaml b/waterloo-largeartery/pipeline.yaml index 1da288175fc9e08abd00635843758a00508e6476..a8e6641893b77ccf2df41c8f69ad25bf957a66c8 100644 --- a/waterloo-largeartery/pipeline.yaml +++ b/waterloo-largeartery/pipeline.yaml @@ -9,9 +9,7 @@ pipeline: - 3000000.0 - 7000000.0 - demodulate - - name: beamform - params: - num_patches: 1000 + - beamform - envelope_detect - name: normalize params: @@ -19,3 +17,7 @@ pipeline: - 0.0 - 1.0 - log_compress +parameters: + dynamic_range: + - -50 + - 0 diff --git a/waterloo-muscle/pipeline.yaml b/waterloo-muscle/pipeline.yaml index 1da288175fc9e08abd00635843758a00508e6476..c52ce8487080c69545a0226084ee376cd871e60b 100644 --- a/waterloo-muscle/pipeline.yaml +++ b/waterloo-muscle/pipeline.yaml @@ -9,9 +9,7 @@ pipeline: - 3000000.0 - 7000000.0 - demodulate - - name: beamform - params: - num_patches: 1000 + - beamform - envelope_detect - name: normalize params: diff --git a/weizmann-sampl/README.md b/weizmann-sampl/README.md index 6dcab8cadb39934e01daf45244a5281d8c20e6cb..f4d4ec931006ab3da7a97817ce8d370ebefd6b39 100644 --- a/weizmann-sampl/README.md +++ b/weizmann-sampl/README.md @@ -104,37 +104,11 @@ the frames prior to workspace parameter freezing were removed from the raw chann ## Data Validation -`reconstruct.py` runs the following `zea.Pipeline` (saved as `pipeline.yaml`, -alongside this README) to reconstruct a B-mode image from the raw channel -data: cast → demodulate → DAS beamform (with native, per-element/per-pixel -lens correction) → envelope detect → normalize → log compress. - -```yaml -# Beamforming config for the L11-5v thyroid scans (focused ray-line imaging). -# RF data is real (not IQ/baseband, sampleMode=NS200BW) so it is demodulated -# before beamforming. grid_size_x/z fix the output resolution; the actual -# depth mapped onto it comes from this file's own N_AX (D1: 2048 samples, -# ~50mm one-way in 1540 m/s tissue). - -parameters: - grid_size_x: 300 - grid_size_z: 400 - dynamic_range: [-60, 0] - -pipeline: - operations: - - name: keras.ops.cast - params: - dtype: float32 - - demodulate - - name: beamform - params: - beamformer: delay_and_sum - num_patches: 200 - - envelope_detect - - normalize - - log_compress -``` +`reconstruct.py` runs the `zea.Pipeline` defined in `pipeline.yaml`, alongside +this README, to reconstruct a B-mode image from the raw channel data: cast → +apply window → demodulate → DAS beamform (with native, per-element/per-pixel +lens correction) → envelope detect → normalize → log compress. See that file +for the grid size, dynamic range and lens-correction parameters. Example reconstruction, run via `python reconstruct.py --data-dir subjects --n-scans 3 --n-frames 3 --seed 0 --output three_patients_grid.png` diff --git a/weizmann-sampl/pipeline.yaml b/weizmann-sampl/pipeline.yaml index 63055ba1090619c8a04b13cb1045589d91561703..828893e200355b73f5a4f1de801f5770ddfc2950 100644 --- a/weizmann-sampl/pipeline.yaml +++ b/weizmann-sampl/pipeline.yaml @@ -28,7 +28,6 @@ pipeline: - name: beamform params: beamformer: delay_and_sum - num_patches: 200 - envelope_detect - normalize - log_compress diff --git a/wpi/README.md b/wpi/README.md index 584b07ebcf7d9f077915bfe913e398da28e3906c..96a4f8947aa1cd5c08300ed757af5961d0dcea21 100644 --- a/wpi/README.md +++ b/wpi/README.md @@ -124,10 +124,10 @@ are in `data/manifest.json` and in the `description` attribute of ```python with zea.File("data/baseline_R45_H8__point_z080_r4.hdf5") as f: - saf = {e.name: e for e in f.custom} # custom/saf_bmode elements - volume_db = saf["values"].data # (1, z, x, y) float32 dB - coordinates = saf["coordinates"].data # (z, x, y, 3) float32 m - print(saf["values"].description) # axes + eSAF parameters + arc-FWHM + saf = {e.name: e for e in f.custom} # custom/saf_bmode elements + volume_db = saf["values"].data # (1, z, x, y) float32 dB + coordinates = saf["coordinates"].data # (z, x, y, 3) float32 m + print(saf["values"].description) # axes + eSAF parameters + arc-FWHM ``` A **MATLAB `.mat` version** of the same raw channel data + metadata, plus a diff --git a/wpi/pipeline.yaml b/wpi/pipeline.yaml index 666863d4018b99f9e198c2de6f13c43bfb48db57..f004db4243bdb2fb83549e5f17c1c84febc61cc8 100644 --- a/wpi/pipeline.yaml +++ b/wpi/pipeline.yaml @@ -23,7 +23,6 @@ pipeline: - name: beamform params: beamformer: delay_and_sum - num_patches: 200 - name: envelope_detect - name: normalize - name: log_compress