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3D bi-directional transformer U-Net for medical image segmentation

As one of the popular deep learning methods, deep convolutional neural networks (DCNNs) have been widely adopted in segmentation tasks and have received positive feedback. However, in segmentation tasks, DCNN-based frameworks are known for their incompetence in dealing with global relations within i...

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Detalles Bibliográficos
Autores principales: Fu, Xiyao, Sun, Zhexian, Tang, Haoteng, Zou, Eric M., Huang, Heng, Wang, Yong, Zhan, Liang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9853518/
https://www.ncbi.nlm.nih.gov/pubmed/36687770
http://dx.doi.org/10.3389/fdata.2022.1080715