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Pathology foundation model that aligns whole-slide images with genomic, epigenetic, and transcriptomic data for patient-level tumor representations.
Histopathology foundation model trained with direct slide-level supervision on 37k whole-slide images. Averages 0.784 AUROC on 10 biomarker tasks.
Whole-slide multimodal LLM for histopathology, pairing a frozen pathology encoder with a LoRA-tuned LLaMA2-7B for pan-cancer diagnostic Q&A.