Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery Methods

Vincent Olesen, Nina Weng, Aasa Feragen +1

Machine learning models have achieved high overall accuracy in medical image analysis. However, performance disparities on specific patient groups pose challenges to their clinical…