Add he2st/: the MuPaD-HE2ST example slides (NCBI917, NCBI920) moved from MuPaD-HE2ST-examples
Browse files- .gitattributes +6 -0
- he2st/HEST1k/HEST_v1_3_1.csv +3 -0
- he2st/HEST1k/cells/NCBI917_cells.h5ad +3 -0
- he2st/HEST1k/cells/NCBI920_cells.h5ad +3 -0
- he2st/HEST1k/metadata/NCBI917.json +24 -0
- he2st/HEST1k/metadata/NCBI920.json +24 -0
- he2st/HEST1k/st/NCBI917.h5ad +3 -0
- he2st/HEST1k/st/NCBI920.h5ad +3 -0
- he2st/HEST1k/wsis/NCBI917.tif +3 -0
- he2st/HEST1k/wsis/NCBI920.tif +3 -0
- he2st/HEST1k/xenium_seg/NCBI917_xenium_cell_seg.parquet +3 -0
- he2st/HEST1k/xenium_seg/NCBI920_xenium_cell_seg.parquet +3 -0
- he2st/cache/NCBI917/cell_seg.npy +3 -0
- he2st/cache/NCBI917/contour_offsets.npy +3 -0
- he2st/cache/NCBI917/contours.npy +3 -0
- he2st/cache/NCBI917/expr.npy +3 -0
- he2st/cache/NCBI917/he.npy +3 -0
- he2st/cache/NCBI917/meta.json +107 -0
- he2st/cache/NCBI917/tiles.parquet +3 -0
- he2st/cache/NCBI920/cell_seg.npy +3 -0
- he2st/cache/NCBI920/contour_offsets.npy +3 -0
- he2st/cache/NCBI920/contours.npy +3 -0
- he2st/cache/NCBI920/expr.npy +3 -0
- he2st/cache/NCBI920/he.npy +3 -0
- he2st/cache/NCBI920/meta.json +108 -0
- he2st/cache/NCBI920/tiles.parquet +3 -0
- he2st/features/musk/NCBI917/emb_cell.npy +3 -0
- he2st/features/musk/NCBI920/emb_cell.npy +3 -0
- he2st/splits_example.json +15 -0
.gitattributes
CHANGED
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@@ -58,3 +58,9 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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he2st/HEST1k/cells/NCBI917_cells.h5ad filter=lfs diff=lfs merge=lfs -text
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he2st/HEST1k/cells/NCBI920_cells.h5ad filter=lfs diff=lfs merge=lfs -text
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he2st/HEST1k/st/NCBI917.h5ad filter=lfs diff=lfs merge=lfs -text
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he2st/HEST1k/st/NCBI920.h5ad filter=lfs diff=lfs merge=lfs -text
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he2st/HEST1k/wsis/NCBI917.tif filter=lfs diff=lfs merge=lfs -text
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he2st/HEST1k/wsis/NCBI920.tif filter=lfs diff=lfs merge=lfs -text
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he2st/HEST1k/HEST_v1_3_1.csv
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dataset_title,id,image_filename,organ,disease_state,oncotree_code,species,patient,st_technology,data_publication_date,license,study_link,download_page_link1,inter_spot_dist,spot_diameter,spots_under_tissue,preservation_method,nb_genes,treatment_comment,pixel_size_um_embedded,pixel_size_um_estimated,magnification,fullres_px_width,fullres_px_height,tissue,disease_comment,subseries,hest_version_added
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Single-Cell Spatial Transcriptomics of Archival Human Lung and Breast Tumor FFPE Samples,NCBI917,NCBI917.tif,Breast,Cancer,,Homo sapiens,B7,Xenium,2026-03-27,,https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE311609,https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE311609,100.0,100.0,1667,FFPE,541,,0.01,0.0870542535961578,,40960,68992,Breast,"Carcinoma, NOS",Xenium Human Breast; GEO sample GSM9509168 (breast_breast_B7_B7),v1_3_1
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Single-Cell Spatial Transcriptomics of Archival Human Lung and Breast Tumor FFPE Samples,NCBI920,NCBI920.tif,Breast,Cancer,,Homo sapiens,B5,Xenium,2026-03-27,,https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE311609,https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE311609,100.0,100.0,3482,FFPE,541,,0.01,0.087024114237679,,65024,80130,Breast,"Carcinoma, NOS",Xenium Human Breast; GEO sample GSM9509171 (breast_breast_B5_B5),v1_3_1
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he2st/HEST1k/cells/NCBI917_cells.h5ad
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version https://git-lfs.github.com/spec/v1
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size 27306000
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he2st/HEST1k/cells/NCBI920_cells.h5ad
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version https://git-lfs.github.com/spec/v1
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size 120327728
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he2st/HEST1k/metadata/NCBI917.json
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{
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"pixel_size_um_embedded": 0.01,
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"pixel_size": 0.2125,
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"region_name": "breast_breast_B7_B7",
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"panel_name": "Xenium Human Breast",
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"instrument_type": "xenium",
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"source": "GSE311609 (synthesized experiment file)",
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"pixel_size_um_estimated": 0.08705425359615784,
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"spot_diameter": 100.0,
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"inter_spot_dist": 100.0,
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"spots_under_tissue": 1667,
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"cells_under_tissue": 53057,
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"adata_nb_col": 541,
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"fullres_px_width": 40960,
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"fullres_px_height": 68992,
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"registration_qc": {
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"heldout_median_um": 0.24,
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"heldout_rmse_um": 0.75,
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"n_landmarks": 126,
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"nucleus_enrichment_0um": 1.533,
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"nucleus_enrichment_20um": 1.052,
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"cell_level_verified": true
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}
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}
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he2st/HEST1k/metadata/NCBI920.json
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{
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"pixel_size_um_embedded": 0.01,
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"pixel_size": 0.2125,
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"region_name": "breast_breast_B5_B5",
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"panel_name": "Xenium Human Breast",
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"instrument_type": "xenium",
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"source": "GSE311609 (synthesized experiment file)",
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"pixel_size_um_estimated": 0.08702411423767903,
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"spot_diameter": 100.0,
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"inter_spot_dist": 100.0,
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| 11 |
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"spots_under_tissue": 3482,
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"cells_under_tissue": 187577,
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"adata_nb_col": 541,
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"fullres_px_width": 65024,
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"fullres_px_height": 80130,
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"registration_qc": {
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"heldout_median_um": 0.03,
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"heldout_rmse_um": 0.25,
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"n_landmarks": 126,
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"nucleus_enrichment_0um": 2.442,
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"nucleus_enrichment_20um": 1.019,
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"cell_level_verified": true
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}
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}
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he2st/HEST1k/st/NCBI917.h5ad
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version https://git-lfs.github.com/spec/v1
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size 5748196
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he2st/HEST1k/st/NCBI920.h5ad
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version https://git-lfs.github.com/spec/v1
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size 10607569
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he2st/HEST1k/wsis/NCBI917.tif
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Git LFS Details
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he2st/HEST1k/wsis/NCBI920.tif
ADDED
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Git LFS Details
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he2st/HEST1k/xenium_seg/NCBI917_xenium_cell_seg.parquet
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version https://git-lfs.github.com/spec/v1
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size 11291689
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he2st/HEST1k/xenium_seg/NCBI920_xenium_cell_seg.parquet
ADDED
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size 39018698
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he2st/cache/NCBI917/cell_seg.npy
ADDED
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version https://git-lfs.github.com/spec/v1
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size 421632
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he2st/cache/NCBI917/contour_offsets.npy
ADDED
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version https://git-lfs.github.com/spec/v1
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size 421640
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he2st/cache/NCBI917/contours.npy
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version https://git-lfs.github.com/spec/v1
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size 2739700
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he2st/cache/NCBI917/expr.npy
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version https://git-lfs.github.com/spec/v1
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size 9483968
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he2st/cache/NCBI917/he.npy
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version https://git-lfs.github.com/spec/v1
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size 743178368
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he2st/cache/NCBI917/meta.json
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@@ -0,0 +1,107 @@
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{
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| 2 |
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"slide": "NCBI917",
|
| 3 |
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"organ": "Breast",
|
| 4 |
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"subject": "Single-Cell Spatial Transcriptomics of Archival Human Lung and Breast Tumor FFPE Samples|B7",
|
| 5 |
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"oncotree": "nan",
|
| 6 |
+
"is_cancer": true,
|
| 7 |
+
"pixel_size_um": 0.0870542535961578,
|
| 8 |
+
"pixel_size_source": "pixel_size_um_estimated",
|
| 9 |
+
"median_cell_diam_um": 11.876365661621094,
|
| 10 |
+
"tile_um": 100.0,
|
| 11 |
+
"he_px": 512,
|
| 12 |
+
"tile_px": 1148.7089472261418,
|
| 13 |
+
"n_tiles": 945,
|
| 14 |
+
"n_cells": 52688,
|
| 15 |
+
"genes": [
|
| 16 |
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"ACTA2",
|
| 17 |
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"ACTG2",
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| 18 |
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"ADH1B",
|
| 19 |
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"ADIPOQ",
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| 20 |
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"AGR3",
|
| 21 |
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"ALDH1A3",
|
| 22 |
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"ANKRD30A",
|
| 23 |
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"APOC1",
|
| 24 |
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"AQP1",
|
| 25 |
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"AQP3",
|
| 26 |
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"AR",
|
| 27 |
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"BANK1",
|
| 28 |
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"C15orf48",
|
| 29 |
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"CCDC80",
|
| 30 |
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"CCL5",
|
| 31 |
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"CCR7",
|
| 32 |
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"CD163",
|
| 33 |
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"CD27",
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| 34 |
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"CD3E",
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| 35 |
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"CD68",
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| 36 |
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"CD83",
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| 37 |
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"CD8A",
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| 38 |
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"CEACAM6",
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| 39 |
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"CENPF",
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| 40 |
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"CLEC14A",
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| 41 |
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"CPA3",
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| 42 |
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"CTLA4",
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| 43 |
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"CXCL12",
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| 44 |
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"CXCR4",
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| 45 |
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"CYTIP",
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| 46 |
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"DSP",
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| 47 |
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"DST",
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| 48 |
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"EGFR",
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| 49 |
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"EPCAM",
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| 50 |
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"ERBB2",
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| 51 |
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"ESR1",
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| 52 |
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"FASN",
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| 53 |
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"FBLN1",
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| 54 |
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"FOXA1",
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| 55 |
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"GATA3",
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| 56 |
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"GPR183",
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| 57 |
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"HMGA1",
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| 58 |
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"IL2RG",
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| 59 |
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"IL7R",
|
| 60 |
+
"ITGAX",
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| 61 |
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"KIT",
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| 62 |
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"KRT14",
|
| 63 |
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"KRT23",
|
| 64 |
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"KRT5",
|
| 65 |
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"KRT6B",
|
| 66 |
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"LDHB",
|
| 67 |
+
"LPL",
|
| 68 |
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"LYPD3",
|
| 69 |
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"LYZ",
|
| 70 |
+
"MDM2",
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| 71 |
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"MKI67",
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| 72 |
+
"MLPH",
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| 73 |
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"MMP12",
|
| 74 |
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"MMP2",
|
| 75 |
+
"MS4A1",
|
| 76 |
+
"MUC6",
|
| 77 |
+
"MYH11",
|
| 78 |
+
"MYLK",
|
| 79 |
+
"MYO5B",
|
| 80 |
+
"NDUFA4L2",
|
| 81 |
+
"OPRPN",
|
| 82 |
+
"OXTR",
|
| 83 |
+
"PDGFRB",
|
| 84 |
+
"PECAM1",
|
| 85 |
+
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
+
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|
| 98 |
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"TFAP2A",
|
| 99 |
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"TIGIT",
|
| 100 |
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"TOMM7",
|
| 101 |
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"TOP2A",
|
| 102 |
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"TPD52",
|
| 103 |
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"TRAC",
|
| 104 |
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"TRAF4",
|
| 105 |
+
"VWF"
|
| 106 |
+
]
|
| 107 |
+
}
|
he2st/cache/NCBI917/tiles.parquet
ADDED
|
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ADDED
|
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he2st/cache/NCBI920/contour_offsets.npy
ADDED
|
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ADDED
|
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| 1 |
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ADDED
|
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ADDED
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he2st/cache/NCBI920/meta.json
ADDED
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|
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|
|
|
|
|
|
|
|
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|
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|
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|
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|
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|
| 1 |
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{
|
| 2 |
+
"slide": "NCBI920",
|
| 3 |
+
"organ": "Breast",
|
| 4 |
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"subject": "Single-Cell Spatial Transcriptomics of Archival Human Lung and Breast Tumor FFPE Samples|B5",
|
| 5 |
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"oncotree": "nan",
|
| 6 |
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|
| 7 |
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|
| 8 |
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|
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|
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|
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|
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|
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|
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|
| 15 |
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"n_cells": 187016,
|
| 16 |
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"genes": [
|
| 17 |
+
"ACTA2",
|
| 18 |
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"ACTG2",
|
| 19 |
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"ADH1B",
|
| 20 |
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"ADIPOQ",
|
| 21 |
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|
| 22 |
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"ALDH1A3",
|
| 23 |
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|
| 24 |
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"APOC1",
|
| 25 |
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"AQP1",
|
| 26 |
+
"AQP3",
|
| 27 |
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"AR",
|
| 28 |
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"BANK1",
|
| 29 |
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"C15orf48",
|
| 30 |
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|
| 31 |
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|
| 32 |
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"CCR7",
|
| 33 |
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"CD163",
|
| 34 |
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"CD27",
|
| 35 |
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"CD3E",
|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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"CEACAM6",
|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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"GPR183",
|
| 58 |
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"HMGA1",
|
| 59 |
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"IL2RG",
|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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"KRT6B",
|
| 67 |
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"LDHB",
|
| 68 |
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|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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"MKI67",
|
| 73 |
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|
| 74 |
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|
| 75 |
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"MMP2",
|
| 76 |
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"MS4A1",
|
| 77 |
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"MUC6",
|
| 78 |
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|
| 79 |
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"MYLK",
|
| 80 |
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|
| 81 |
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"NDUFA4L2",
|
| 82 |
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"OPRPN",
|
| 83 |
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"OXTR",
|
| 84 |
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|
| 85 |
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"PECAM1",
|
| 86 |
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"PGR",
|
| 87 |
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|
| 88 |
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"PTN",
|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
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|
| 107 |
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]
|
| 108 |
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}
|
he2st/cache/NCBI920/tiles.parquet
ADDED
|
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|
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|
| 1 |
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ADDED
|
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| 1 |
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ADDED
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ADDED
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|
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|
| 1 |
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{
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|
| 3 |
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|
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|
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|
| 8 |
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| 10 |
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|
| 11 |
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|
| 12 |
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| 13 |
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|
| 14 |
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|
| 15 |
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