2026
COMPASS: Robust Feature Conformal Prediction for Medical Segmentation Metrics
ICLR 2026poster
In clinical applications, the utility of segmentation models is often based on the accuracy of derived downstream metrics such as organ size, rather than by the pixel-level accuracy of the segmentation masks themselves. Thus, uncertainty quantification for such metrics is crucial for decision-making…