2 papers
cs.CV2026
MMSF: Multitask and Multimodal Supervised Framework for WSI Classification and Survival Analysis
Chengying She, Chengwei Chen, Xinran Zhang +4
Multimodal evidence is critical in computational pathology: gigapixel whole slide images capture tumor morphology, while patient-level clinical descriptors preserve complementary c…
cs.CV2025
EfficientMIL: Efficient Linear-Complexity MIL Method for WSI Classification
Chengying She, Chengwei Chen, Dongjie Fan +5
Whole slide images (WSIs) classification represents a fundamental challenge in computational pathology, where multiple instance learning (MIL) has emerged as the dominant paradigm.…