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Advantages of transformer and its application for medical image segmentation: a survey

Qiumei Pu, Zuoxin Xi, Shuai Yin, Zhe Zhao, Lina Zhao
2024
Second, the medical image segmentation model based on transformer is summarized. The typically used assessment markers for medical image segmentation tasks are then listed.  ...  The U-shaped network with a codec structure is one of the most widely used models.  ...  TransUNet, like U-Net, has become a popular network for medical image segmentation.  ... 
doi:10.1186/s12938-024-01212-4 pmid:38310297 pmcid:PMC10838005 fatcat:4dczzb26jfetdf5oprvx4sntu4