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Articles in Press
5/8/2022 7:16:29 AM | Browse: 123 | Download: 142
Publication Name |
World Journal of Gastroenterology |
Manuscript ID |
72837 |
Country/Territory |
South Korea |
Category |
Gastroenterology and Hepatology |
Manuscript Type |
Retrospective Cohort Study |
Article Title |
Utility of a deep learning model and a clinical model for predicting bleeding after endoscopic submucosal dissection in patients with early gastric cancer
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Manuscript Source |
Unsolicited Manuscript |
All Author List |
Ji Eun Na, Yeong Chan Lee, Tae Jun Kim, Hyuk Lee, Hong-Hee Won, Yang Won Min, Byung-Hoon Min, Jun Haeng Lee, Poong-Lyul Rhee and Jae J. Kim |
Funding Agency and Grant Number |
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Corresponding Author |
Hyuk Lee, MD, PhD, Doctor, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea. leehyuk@skku.edu., Seoul 135710, South Korea. leehyuk@skku.edu |
Key Words |
Clinical model; Deep learning model; Post-endoscopic submucosal dissection bleeding; Stratification of bleeding risk |
Core Tip |
Bleeding is one of the major complications after endoscopic submucosal dissection (ESD) in early gastric cancer patients and requires hospital-based intervention. We established a deep learning model to stratify the bleeding risk after ESD and demonstrated its performance compared with a clinical model. The deep learning model showed acceptable area under the curve and could stratify the post-ESD bleeding risk as low-, intermediate-, and high-risk categories, which correlated with actual bleeding rate comparatively. A deep learning model would be valuable in assessing the bleeding risk after ESD in early gastric cancer patients. |
Citation |
Na JE, Lee YC, Kim TJ, Lee H, Won HH, Min YW, Min BH, Lee JH, Rhee PL, Kim JJ. Utility of a deep learning model and a clinical model for predicting bleeding after endoscopic submucosal dissection in patients with early gastric cancer. World J Gastroenterol 2022; 28(24): 2721-2732 |
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Received |
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2021-10-30 10:38 |
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Peer-Review Started |
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2021-10-30 10:38 |
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To Make the First Decision |
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Return for Revision |
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2022-03-11 01:46 |
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Revised |
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2022-03-25 13:20 |
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Second Decision |
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2022-05-07 07:56 |
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Accepted by Journal Editor-in-Chief |
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Accepted by Company Editor-in-Chief |
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2022-05-08 07:16 |
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Articles in Press |
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2022-05-08 07:16 |
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Publication Fee Transferred |
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Edit the Manuscript by Language Editor |
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2022-04-30 00:38 |
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Typeset the Manuscript |
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2022-06-10 08:32 |
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) 2022. Published by Baishideng Publishing Group Inc. All rights reserved. |
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 |
Assistant Editor |
Assistant Editor |
Science Editor |
Ya-Juan Ma (Quit 2023) |
Reviewer Code |
06201645, 05461735, and 03668600 |
Editorial Director |
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Journal Chief Editor |
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Company Chief Editor |
Lian-Sheng Ma |
Language Editor |
Donna Fox |
Production Editor |
Yu-Xi Chen |
Responsible Production Editor |
Yu-Xi Chen |
Responsible Science Editor |
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Proofing Editorial Director |
Jin-Lei Wang |
Proofing Editor-in-Chief |
Lian-Sheng Ma |
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