2 papers
cs.LG2026
SYNPRED: A Synergistic Approach to Multimodal Learning for Clinical Prediction
Ivana Janíčková, Yen Y. Tan, Thomas H. Helbich +6
Multimodal medical data captures complementary aspects of disease. It provides a comprehensive basis for diagnosis and the identification of biological associations linked to progr…
cs.CV2025
Temporal Representation Learning of Phenotype Trajectories for pCR Prediction in Breast Cancer
Ivana Janíčková, Yen Y. Tan, Thomas H. Helbich +4
Effective therapy decisions require models that predict the individual response to treatment. This is challenging since the progression of disease and response to treatment vary su…