Causal Attribution of Model Performance Gaps in Medical Imaging Under Distribution Shifts

Pedro M. Gordaliza, Nataliia Molchanova, Jaume Banus +2

Deep learning models for medical image segmentation suffer significant performance drops due to distribution shifts, but the causal mechanisms behind these drops remain poorly unde…