MS-UMamba, a hybrid CNN-Mamba U-Net with an attention-based fusion module, reports mIoU 67.62 and mDice 79.82, exceeding VM-UNet and other baselines on a private fetal ultrasound dataset.
Computers in Biology and Medicine165, 107,399 (2023)
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MS-UMamba: An Improved Vision Mamba Unet for Fetal Abdominal Medical Image Segmentation
MS-UMamba, a hybrid CNN-Mamba U-Net with an attention-based fusion module, reports mIoU 67.62 and mDice 79.82, exceeding VM-UNet and other baselines on a private fetal ultrasound dataset.