A Deep Learning Approach for Red Lesions Detection in Video Capsule Endoscopies

The wireless capsule endoscopy has revolutionized early diagnosis of small bowel diseases. However, a single examination has up to 10 h of video and requires between 30–120 min to read. Computational methods are needed to increase both efficiency and accuracy of the diagnosis. In this paper, an eval...

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Bibliographic Details
Main Author: Coelho, Paulo (author)
Other Authors: Pereira, Ana (author), Leite, Argentina (author), Salgado, Marta (author), Cunha, António (author)
Format: article
Language:eng
Published: 2018
Subjects:
Lesion detection
Gastrointestinal bleeding
Machine learning
Capsule endoscopy
Deep learning
U-Net
Computer Science
Image Analysis
Online Access:http://hdl.handle.net/10400.8/3645
Country:Portugal
Oai:oai:iconline.ipleiria.pt:10400.8/3645

Internet

http://hdl.handle.net/10400.8/3645

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