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Publication Name World Journal of Gastroenterology
Manuscript ID 63169
Country China
Category Gastroenterology & Hepatology
Manuscript Type Review
Article Title Artificial intelligence in small intestinal diseases: Application and prospects
Manuscript Source Invited Manuscript
All Author List Yu Yang, Yu-Xuan Li, Ren-Qi Yao, Xiao-Hui Du and Chao Ren
Funding Agency and Grant Number
Funding Agency Grant Number
National Natural Science Foundation of China 81871317
Corresponding Author Chao Ren, MD, PhD, Professor, Trauma Research Center, The Fourth Medical Center and Medical Innovation Research Division of the Chinese People's Liberation Army General Hospital, No. 51 Fucheng Road, Beijing 100048, China. rc198@sina.com
Key Words Artificial intelligence; Machine learning; Deep learning; Prognosis prediction; Small intestinal diseases
Core Tip Artificial intelligence has been widely used in the management of small intestinal diseases, which has greatly improved the diagnostic efficiency of capsule endoscopy and other examination methods, and at the same time, beneficial progression has also been obtained in the prognosis prediction of small intestinal diseases. Although AI still faces risks such as overfitting and black box effects, its stability and efficiency make it with great potential in the management of small intestinal diseases. This article reviews the current application status of AI in small intestinal diseases. In addition, challenges and prospects in this field are discussed.
Citation Yang Y, Li Y, Yao R, Du X, Ren C. Artificial intelligence in small intestinal diseases: Application and prospects. World J Gastroenterol 2021; 27(25): 3734-3747
Received
2021-01-25 16:35
Peer-Review Started
2021-01-25 16:38
To Make the First Decision
Return for Revision
2021-03-29 04:48
Revised
2021-04-09 11:31
Second Decision
2021-05-08 09:22
Accepted by Journal Editor-in-Chief
Accepted by Company Editor-in-Chief
2021-05-08 09:58
Articles in Press
2021-05-08 09:58
Publication Fee Transferred
Edit the Manuscript by Language Editor
2021-05-29 00:54
Typeset the Manuscript
2021-06-28 07:10
ISSN 1007-9327 (print) and 2219-2840 (online)
Open Access This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/Licenses/by-nc/4.0/
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