Detection of Ulcerative Colitis Lesions from Weakly Annotated Colonoscopy Videos Using Bounding Boxes

Detection of Ulcerative Colitis Lesions from Weakly Annotated Colonoscopy Videos Using Bounding Boxes

Ulcerative colitis is a chronic disease characterized by bleeding and ulcers in the colon. Disease severity assessment via colonoscopy videos is time-consuming and only focuses on the most severe lesions. Automated detection methods enable fine-grained assessment but depend on the training set quali...

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Bibliographic Details
Main Authors: Safaa Al-Ali, John Chaussard, Sébastien Li-Thiao-Té, Éric Ogier-Denis, Alice Percy-du-Sert, Xavier Treton, Hatem Zaag
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Gastrointestinal Disorders
Subjects:
bleeding
bounding box annotation
lesion detection
model selection
sensitivity
ulcer
Online Access:https://www.mdpi.com/2624-5647/6/1/20

Internet

https://www.mdpi.com/2624-5647/6/1/20

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