SegMaFormer: A Hybrid State-Space and Transformer Model for Efficient Segmentation

Duy D. Nguyen, Phat T. Tran-Truong

The advent of Transformer and Mamba-based architectures has significantly advanced 3D medical image segmentation by enabling global contextual modeling, a capability traditionally…