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eess.IV2024★ 2 cited
HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation
Mingya Zhang, Zhihao Chen, Yiyuan Ge +1
In the field of medical image segmentation, models based on both CNN and Transformer have been thoroughly investigated. However, CNNs have limited modeling capabilities for long-ra…
eess.IV2024★ 1 cited
Path-SAM2: Transfer SAM2 for digital pathology semantic segmentation
Mingya Zhang, Liang Wang, Zhihao Chen +2
The semantic segmentation task in pathology plays an indispensable role in assisting physicians in determining the condition of tissue lesions. With the proposal of Segment Anythin…
eess.IV2024★ 9 cited
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation
Mingya Zhang, Yue Yu, Limei Gu +2
In the field of medical image segmentation, models based on both CNN and Transformer have been thoroughly investigated. However, CNNs have limited modeling capabilities for long-ra…