Automatic detection and segmentation of adenomatous colorectal polyps during colonoscopy using Mask R-CNN

Colorectal cancer (CRC) is one of the main alimentary tract system malignancies affecting people worldwide. Adenomatous polyps are precursors of CRC, and therefore, preventing the development of these lesions may also prevent subsequent malignancy. However, the adenoma detection rate (ADR), a measur...

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Detalhes bibliográficos
Publicado no:Open Life Sci
Main Authors: Meng, Jie, Xue, Linyan, Chang, Ying, Zhang, Jianguang, Chang, Shilong, Liu, Kun, Liu, Shuang, Wang, Bangmao, Yang, Kun
Formato: Artigo
Idioma:Inglês
Publicado em: De Gruyter 2020
Assuntos:
Topical Issue on Computing and Artificial Techniques for Life Science Applications
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7968546/
https://ncbi.nlm.nih.gov/pubmed/33817247
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1515/biol-2020-0055
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