3 papers
cs.CV2026
Morphology signal in whole slide image foundation models can automatically triage slides
Ayushi Sinha, Shashank Yadav, Benjamin Holmes +9
Patient exams in the cancer diagnosis and staging process typically generate several whole slide images (WSIs). One of the initial steps in training models on WSI data is identifyi…
q-bio.QM2026
The Cost of Binarizing Survival Outcomes in Clinical Prognostic Modeling
Shashank Yadav, David M. Routman, Andrew Y. K. Foong
Survival analysis is an established framework for analyzing time-to-event data, yet many clinical machine learning studies still binarize the outcome before model training. This pr…
cs.LG2025
Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025
Emily Alsentzer, Marie-Laure Charpignon, Bill Chen +90
The 6th Annual Conference on Health, Inference, and Learning (CHIL 2025), hosted by the Association for Health Learning and Inference (AHLI), was held in person on June 25-27, 2025…