Swin Unet3D: a three-dimensional medical image segmentation network combining vision transformer and convolution

BMC Medical Informatics and Decision Making

Research

Liming Chen¹  Zhenggong Han²  Mingkun Liu³  Yimin Cai³  Yuchen Zheng³  Wei Yang³  Yuqing Long⁴ 

[1] Guiyang Dental Hospital (Dental Hospital of Guizhou University), Guizhou University, Guiyang, China;Key Laboratory of Advanced Manufacturing Technology of Ministry of Education, Guizhou University, Guiyang, China;School of Medical, Guizhou University, Guiyang, China;School of Stomatolog, ZunYi Medical University, Zunyi, China;

关键词: Deep learning;    Medical image segmentation;    3D Swin Transformer;    Brain tumor;   

DOI  :  10.1186/s12911-023-02129-z

 received in 2022-09-26, accepted in 2023-02-03,  发布年份 2023

来源: Springer

【 授权许可】

CC BY   
© The Author(s) 2023

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