Component-Adaptive and Lesion-Level Supervision for Improved Small Structure Segmentation in Brain MRI
arXiv:2604.08015v2 Announce Type: replace
Abstract: We propose a unified objective function, termed CATMIL, that augments the base segmentation loss with two auxiliary supervision terms operating at different levels. The first term, Component-Adaptive…