Component-Adaptive and Lesion-Level Supervision for Improved Small Structure Segmentation in Brain MRI

Minh Sao Khue Luu, Evgeniy N. Pavlovskiy, Bair N. Tuchinov

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,…