Trevor Manz

Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images

Survival outcome prediction is a challenging weakly-supervised and ordinal regression task in computational pathology that involves modeling complex interactions within the tumor microenvironment in gigapixel whole slide images (WSIs). Despite recent progress in formulating WSIs as bags for multiple…