2 papers
cs.LG2025
Disentangling Causal Substructures for Interpretable and Generalizable Drug Synergy Prediction
Yi Luo, Haochen Zhao, Xiao Liang +4
Drug synergy prediction is a critical task in the development of effective combination therapies for complex diseases, including cancer. Although existing methods have shown promis…
cs.CV2025
CheXLearner: Text-Guided Fine-Grained Representation Learning for Progression Detection
Yuanzhuo Wang, Junwen Duan, Xinyu Li +1
Temporal medical image analysis is essential for clinical decision-making, yet existing methods either align images and text at a coarse level - causing potential semantic mismatch…