Montreal Institute for Learning Algorithms - Quebec AI Institute

To develop and validate a modality-aware cross-modal transformer for joint fusion in relapse-free survival prediction in HPV-associated oropharyngeal cancer (OPSCC), integrating PET/CT imaging and clinical data for risk stratification.

Survival models based on whole-slide images (WSIs) often function as "black boxes," hindering clinical adoption despite high accuracy. Clinicians require granular explanations to identify which tissue components drive prognostic risk. We present an agent-base...