A PyTorch implementation of Gated Dual-Stream Multiple Instance Learning (DSMIL) for BRCA1/BRCA2 gene expression classification from Whole Slide Images using UNI and CONCH foundation models. Built on TCGA-BRCA with patient-grouped cross-validation
python deep-learning gene-expression pytorch medical-imaging attention-mechanism digital-pathology pathology multiple-instance-learning medical-imaging-datasets medical-imaging-classification pathology-images whole-slide-images medical-imaging-segmentation whole-slide-image-classification dsmil
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Updated
Aug 9, 2026 - Python