Weakly Supervised Polyp Segmentation in Colonoscopy Images Using Deep Neural Networks

Weakly Supervised Polyp Segmentation in Colonoscopy Images Using Deep Neural Networks

Colorectal cancer (CRC) is a leading cause of mortality worldwide, and preventive screening modalities such as colonoscopy have been shown to noticeably decrease CRC incidence and mortality. Improving colonoscopy quality remains a challenging task due to limiting factors including the training level...

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Bibliographic Details
Main Authors: Siwei Chen, Gregor Urban, Pierre Baldi
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Journal of Imaging
Subjects:
machine learning
deep learning
convolutional neural networks
colorectal cancer
colonoscopy quality improvement
Online Access:https://www.mdpi.com/2313-433X/8/5/121

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