Are Compact Rationales Free? Measuring Tile Selection Headroom in Frozen WSI-MIL

Hyun Do Jung, Jungwon Choi, Soojung Choi +2

Whole-slide image (WSI) multiple instance learning (MIL) classifiers can achieve strong slide-level AUC while leaving the full-bag prediction opaque. Attention scores are widely re…