Development and validation of a three-dimensional deep learning-based system for assessing bowel preparation on colonoscopy video

Development and validation of a three-dimensional deep learning-based system for assessing bowel preparation on colonoscopy video

BackgroundThe performance of existing image-based training models in evaluating bowel preparation on colonoscopy videos was relatively low, and only a few models used external data to prove their generalization. Therefore, this study attempted to develop a more precise and stable AI system for asses...

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Bibliographic Details
Main Authors: Lina Feng, Jiaxin Xu, Xuantao Ji, Liping Chen, Shuai Xing, Bo Liu, Jian Han, Kai Zhao, Junqi Li, Suhong Xia, Jialun Guan, Chenyu Yan, Qiaoyun Tong, Hui Long, Juanli Zhang, Ruihong Chen, Dean Tian, Xiaoping Luo, Fang Xiao, Jiazhi Liao
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Medicine
Subjects:
colonoscopy
bowel preparation
artificial intelligence
deep learning
convolutional neural network (CNN)
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1296249/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2023.1296249/full

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