Chao Zhang

DT-MSMamba: dual-teacher consensus with multi-scale Mamba-CNN interaction for semi-supervised 3D medical image segmentation

Although accurate semi-supervised 3D medical image segmentation is vital for clinical diagnostics, existing approaches face two critical bottlenecks. On the one hand, most traditional networks struggle to simultaneously capture global contextual information and preserve fine-grained edge details in their architecture....