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Multi-Task Deep Supervision on Attention R2U-Net for Brain Tumor Segmentation

Accurate automatic medical image segmentation technology plays an important role for the diagnosis and treatment of brain tumor. However, simple deep learning models are difficult to locate the tumor area and obtain accurate segmentation boundaries. In order to solve the problems above, we propose a...

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Detalles Bibliográficos
Autores principales: Ma, Shiqiang, Tang, Jijun, Guo, Fei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484917/
https://www.ncbi.nlm.nih.gov/pubmed/34604039
http://dx.doi.org/10.3389/fonc.2021.704850