04:00
2026-07-23
arxiv.org
machine-learning
When Does Consensus Beat Voting? A Critical Analysis of Statistical Label Fusion in Medical Image Segmentation
A new analysis of statistical label fusion in medical image segmentation finds that the widely used STAPLE algorithm often reduces to thresholded majority voting, suffers 95% EM suboptimality, and col…