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Automatic polyp image segmentation and cancer prediction based on deep learning

The similar shape and texture of colonic polyps and normal mucosal tissues lead to low accuracy of medical image segmentation algorithms. To solve these problems, we proposed a polyp image segmentation algorithm based on deep learning technology, which combines a HarDNet module, attention module, an...

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Detalles Bibliográficos
Autores principales: Shen, Tongping, Li, Xueguang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9878560/
https://www.ncbi.nlm.nih.gov/pubmed/36713495
http://dx.doi.org/10.3389/fonc.2022.1087438