gr-histopathology

🚧 In development. Histopathology AI for golden-retriever-relevant tumors (mast cell tumor, hemangiosarcoma, lymphoma).

MIL slide classifier: bag of pathology-FM tile embeddings → slide grade/label + attention heatmap (gated-attention MIL).
Mitotic-figure detector: HPF tiles → mitosis boxes → mitotic count (the validated, pathologist-beating task).

Training data: MITOS_WSI_CCMCT (32 canine MCT WSIs, 44,880 mitotic figures) now; GRLS slides later. Code: https://github.com/golden-retrievers/gr-histopathology

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