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

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...

Full description

Bibliographic Details
Main Authors: Meng Jie, Xue Linyan, Chang Ying, Zhang Jianguang, Chang Shilong, Liu Kun, Liu Shuang, Wang Bangmao, Yang Kun
Format: Article
Language:English
Published: De Gruyter 2020-08-01
Series:Open Life Sciences
Subjects:
crc
adenomatous polyps
cad
cnn
colonoscopy
Online Access:https://doi.org/10.1515/biol-2020-0055

Internet

https://doi.org/10.1515/biol-2020-0055

Similar Items