An improved deep learning approach and its applications on colonic polyp images detection

An improved deep learning approach and its applications on colonic polyp images detection

Abstract Background Colonic polyps are more likely to be cancerous, especially those with large diameter, large number and atypical hyperplasia. If colonic polyps cannot be treated in early stage, they are likely to develop into colon cancer. Colonoscopy is easily limited by the operator’s experienc...

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Bibliographic Details
Main Authors: Wei Wang, Jinge Tian, Chengwen Zhang, Yanhong Luo, Xin Wang, Ji Li
Format: Article
Language:English
Published: BMC 2020-07-01
Series:BMC Medical Imaging
Subjects:
Colonic polyps
Deep learning
Convolutional neural networks
Global average pooling
Online Access:http://link.springer.com/article/10.1186/s12880-020-00482-3

Internet

http://link.springer.com/article/10.1186/s12880-020-00482-3

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