Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images

Ario Sadafi, Oleksandra Adonkina, Ashkan Khakzar +5

Explainability is a key requirement for computer-aided diagnosis systems in clinical decision-making. Multiple instance learning with attention pooling provides instance-level expl…