Image Segmentation, U Mamba, Biomedical Imaging.
SSM-based Mamba block for enhanced long-range dependency modeling. The Residual blocks are used in the decoder, while the SSM-based Mamba block is used in the encoder. The encoder-decoder framework is employed with U-Mamba blocks in the encoder and Residual blocks in the decoder, together with skip