Flow Matching Meets 3D Curvilinear Structure Segmentation in Medical Imaging

Sidi Mohamed Sid'El Moctar, Nicolas Vitry, Hélène Bouvrais

Segmentation of curvilinear anatomical structures in 3D medical images remains challenging due to complex topology, severe class imbalance, weak contrast, and large variations in s…