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O-Net: A Novel Framework With Deep Fusion of CNN and Transformer for Simultaneous Segmentation and Classification

The application of deep learning in the medical field has continuously made huge breakthroughs in recent years. Based on convolutional neural network (CNN), the U-Net framework has become the benchmark of the medical image segmentation task. However, this framework cannot fully learn global informat...

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Detalles Bibliográficos
Autores principales: Wang, Tao, Lan, Junlin, Han, Zixin, Hu, Ziwei, Huang, Yuxiu, Deng, Yanglin, Zhang, Hejun, Wang, Jianchao, Chen, Musheng, Jiang, Haiyan, Lee, Ren-Guey, Gao, Qinquan, Du, Ming, Tong, Tong, Chen, Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9201625/
https://www.ncbi.nlm.nih.gov/pubmed/35720715
http://dx.doi.org/10.3389/fnins.2022.876065