Integrating Clinical Knowledge into Concept Bottleneck Models

Winnie Pang, Xueyi Ke, Satoshi Tsutsui +1

Concept bottleneck models (CBMs), which predict human-interpretable concepts (e.g., nucleus shapes in cell images) before predicting the final output (e.g., cell type), provide ins…