2024
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
NeurIPS 2024poster
Multiple instance learning (MIL) is an effective and widely used approach for weakly supervised machine learning. In histopathology, MIL models have achieved remarkable success in tasks like tumor detection, biomarker prediction, and outcome prognostication. However, MIL explanation methods are stil…