Refine CM4AI-DREAM dataset documentation
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README.md
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# CM4AI-DREAM training data
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CM4AI-DREAM provides
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The HPA images derive from Human Protein Atlas version 25
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The KOLF images were generated by the Cell Maps for Artificial Intelligence (CM4AI) project in KOLF2.1J human induced pluripotent stem cells. They were background-subtracted, normalized per well, converted to 8-bit images and cropped to 512 × 512 pixel single-cell images.
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Protein sequences come from Ensembl release 109.
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# CM4AI-DREAM training data
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CM4AI-DREAM provides fluorescence microscopy training data for conditional protein-stain generation. Morphology stains, cell-line information, target protein identifiers and protein sequences provide context for the observed protein stain.
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The HPA images derive from Human Protein Atlas version 25. The KOLF images were generated by the Cell Maps for Artificial Intelligence (CM4AI) project in KOLF2.1J human induced pluripotent stem cells. Each image is a 512 × 512 pixel crop centered on a target cell, spanning approximately 48.2 × 48.2 μm (0.0942 μm per pixel). Crops can also contain neighboring cells.
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Protein sequences come from Ensembl release 109.
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