Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning

Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning

Computer-aided detection, localization, and segmentation methods can help improve colonoscopy procedures. Even though many methods have been built to tackle automatic detection and segmentation of polyps, benchmarking of state-of-the-art methods still remains an open problem. This is due to the incr...

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Bibliographic Details
Main Authors: Debesh Jha, Sharib Ali, Nikhil Kumar Tomar, Havard D. Johansen, Dag Johansen, Jens Rittscher, Michael A. Riegler, Pal Halvorsen
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Medical image segmentation
ColonSegNet
colonoscopy
polyps
deep learning
detection
Online Access:https://ieeexplore.ieee.org/document/9369308/

Internet

https://ieeexplore.ieee.org/document/9369308/

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