Medical Image Segmentation Advancing Medical Image Segmentation with Anatomically-Aware AI: The Power of Random-Walk Conformal Prediction Discover how Random-Walk Conformal Prediction (RW-CP) leverages AI to deliver spatially coherent, anatomically plausible, and statistically rigorous medical image segmentations, enhancing diagnostic trust.