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DSGA-Net: Deeply separable gated transformer and attention strategy for medical image segmentation network

To address the problems of under-segmentation and over-segmentation of small organs in medical image segmentation. We present a novel medical image segmentation network model with Depth Separable Gating Transformer and a Three-branch Attention module (DSGA-Net). Firstly, the model adds a Depth Separ...

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Detalhes bibliográficos
Publicado no:J King Saud Univ Comput Inf Sci
Main Authors: Sun, Junding, Zhao, Jiuqiang, Wu, Xiaosheng, Tang, Chaosheng, Wang, Shuihua, Zhang, Yudong
Formato: Artigo
Idioma:Inglês
Publicado em: 2023
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7615776/
https://ncbi.nlm.nih.gov/pubmed/38559323
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jksuci.2023.04.006
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