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Dual encoder–decoder-based deep polyp segmentation network for colonoscopy images

Detection of colorectal polyps through colonoscopy is an essential practice in prevention of colorectal cancers. However, the method itself is labor intensive and is subject to human error. With the advent of deep learning-based methodologies, and specifically convolutional neural networks, an oppor...

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Detalles Bibliográficos
Autores principales: Lewis, John, Cha, Young-Jin, Kim, Jongho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9867760/
https://www.ncbi.nlm.nih.gov/pubmed/36681776
http://dx.doi.org/10.1038/s41598-023-28530-2