Xiaoqi Zhao

Existing segmentation metrics often obscure their underlying assumptions, but this new framework reveals how they can be modularly decomposed to enhance clarity and effectiveness.

Achieve state-of-the-art medical lesion segmentation across diverse modalities and lesion types with a single, unified model that outperforms specialized approaches.