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A novel medical image segmentation approach by using multi-branch segmentation network based on local and global information synchronous learning

In recent years, there have been several solutions to medical image segmentation, such as U-shaped structure, transformer-based network, and multi-scale feature learning method. However, their network parameters and real-time performance are often neglected and cannot segment boundary regions well....

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Detalles Bibliográficos
Autores principales: Jin, Shangzhu, Yu, Sheng, Peng, Jun, Wang, Hongyi, Zhao, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10127969/
https://www.ncbi.nlm.nih.gov/pubmed/37185374
http://dx.doi.org/10.1038/s41598-023-33357-y