A multimodal slice discovery framework for systematic failure detection and explanation in medical image classification

Yixuan Liu, Kanwal K. Bhatia, Ahmed E. Fetit

Despite advances in machine learning-based medical image classifiers, the safety and reliability of these systems remain major concerns in practical settings. Existing auditing app…