Hengjie Ma

Hierarchical diffusion-guided consistency learning framework for knee anterior cruciate ligament classification

Anterior cruciate ligament (ACL) classification in knee magnetic resonance imaging (MRI) is challenging due to diagnostic evidence being dispersed across multiple slices and anatomical supervision often being sparse. We propose a three-stage hierarchical diffusion-guided consiste...