A survey on deep learning for polyp segmentation: techniques, challenges and future trends

A survey on deep learning for polyp segmentation: techniques, challenges and future trends

Abstract Early detection and assessment of polyps play a crucial role in the prevention and treatment of colorectal cancer (CRC). Polyp segmentation provides an effective solution to assist clinicians in accurately locating and segmenting polyp regions. In the past, people often relied on manually e...

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Bibliographic Details
Main Authors: Jiaxin Mei, Tao Zhou, Kaiwen Huang, Yizhe Zhang, Yi Zhou, Ye Wu, Huazhu Fu
Format: Article
Language:English
Published: Springer 2025-01-01
Series:Visual Intelligence
Subjects:
Polyp segmentation
Deep learning
Comprehensive evaluation
Medical imaging
Online Access:https://doi.org/10.1007/s44267-024-00071-w
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