Contrastive Learning for Omics-guided Whole-slide Visual Embedding Representation
Suwan Yu, Yooeun Kim, Hoeyoung Kim, Sangseon Lee, Kwangsoo Kim
CLOVER integrates multi-omics data with whole-slide images to generate molecular-aware slide representations, outperforming existing methods in cancer subtype classification and biomarker prediction.
bioRxiv · Jan 12, 2025 · PreprintPathology