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10/14/2025 8:13:34 AM | Browse: 16 | Download: 68
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Received |
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2025-07-01 07:10 |
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Peer-Review Started |
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2025-07-01 07:11 |
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To Make the First Decision |
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Return for Revision |
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2025-07-21 09:19 |
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Revised |
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2025-08-02 16:56 |
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Second Decision |
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2025-09-05 02:39 |
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Accepted by Journal Editor-in-Chief |
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Accepted by Executive Editor-in-Chief |
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2025-09-05 06:20 |
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Articles in Press |
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2025-09-05 06:20 |
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Publication Fee Transferred |
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2025-08-04 12:58 |
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Edit the Manuscript by Language Editor |
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Typeset the Manuscript |
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2025-09-25 01:53 |
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Publish the Manuscript Online |
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2025-10-14 07:41 |
| 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: https://creativecommons.org/Licenses/by-nc/4.0/ |
| Copyright |
© The Author(s) 2024. Published by Baishideng Publishing Group Inc. All rights reserved. |
| Article Reprints |
For details, please visit: http://www.wjgnet.com/bpg/gerinfo/247
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| Permissions |
For details, please visit: http://www.wjgnet.com/bpg/gerinfo/207
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| Publisher |
Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA |
| Website |
http://www.wjgnet.com |
| Category |
Gastroenterology & Hepatology |
| Manuscript Type |
Retrospective Study |
| Article Title |
Personalizing withdrawal time by insertion time to achieve target adenoma detection rate in colonoscopy
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| Manuscript Source |
Unsolicited Manuscript |
| All Author List |
Bing-Xin Xu, Cong-Zhou Xu, Hao-Yan Zhang, Xu-Jin Chen, Bing-Ni Wei and Cheng Yang |
| Funding Agency and Grant Number |
| Funding Agency |
Grant Number |
| Young and Middle-Aged Talents Program of Wuxi Health Commission |
No. BJ2020011 |
| Cohort Research Program of Wuxi Medical Center, Nanjing Medical University |
No. WMCC202314 |
| Wuxi People’s Hospital 2024 “Wild Goose Array Talent” Reserve Discipline Leader |
No. 2024-YZ-HBDTR-YC-2024 |
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| Corresponding Author |
Cheng Yang, MD, Department of Gastroenterology, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi People’s Hospital, Wuxi Medical Center, Nanjing Medical University, No. 299 Qingyang Road, Liangxi District, Wuxi 214023, Jiangsu Province, China. yangchengds@163.com |
| Key Words |
Colonoscopy; Withdrawal time; Insertion time; Adenoma detection rate; Machine learning |
| Core Tip |
This study identifies four key predictors of ≥ 25% adenoma detection rate (ADR), age, sex, endoscopist experience, and withdrawal time and develops a validated hybrid support vector machine extreme gradient boosting model to predict ADR. Using data from 6529 colonoscopies, the model demonstrated stable performance and was implemented in a Shiny app for real-time clinical use. This innovative tool offers personalized guidance to optimize colonoscopy quality and improve clinical outcomes, representing a significant advancement in endoscopic decision support. |
| Publish Date |
2025-10-14 07:41 |
| Citation |
<p>Xu BX, Xu CZ, Zhang HY, Chen XJ, Wei BN, Yang C. Personalizing withdrawal time by insertion time to achieve target adenoma detection rate in colonoscopy. <i>World J Gastroenterol</i> 2025; 31(38): 111364</p> |
| URL |
https://www.wjgnet.com/1007-9327/full/v31/i38/111364.htm |
| DOI |
https://dx.doi.org/10.3748/wjg.v31.i38.111364 |
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