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7/30/2020 5:36:58 AM | Browse: 40 | Download: 15
Publication Name World Journal of Gastroenterology
Manuscript ID 56222
Country/Territory South Korea
Category Gastroenterology and Hepatology
Manuscript Type Retrospective Study
Article Title Risk prediction platform for pancreatic fistula after pancreatoduodenectomy using artificial intelligence
Manuscript Source Unsolicited Manuscript
All Author List In Woong Han, Kyeongwon Cho, Youngju Ryu, Sang Hyun Shin, Jin Seok Heo, Dong Wook Choi, Myung Jin Chung, Oh Chul Kwon and Baek Hwan Cho
Funding Agency and Grant Number
Funding Agency Grant Number
the National Research Foundation of Korea grant funded by the Korea government (Ministry of Science and ICT) NRF-2019R1F1A1042156
the Bio & Medical Technology Development Program NRF-2017M3A9E1064784
Corresponding author Baek Hwan Cho, PhD, Director, Medical AI Research Center, Department of Medical Device Management and Research, SAIHST, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, South Korea. baekhwan.cho@samsung.com
Keywords Postoperative pancreatic fistula; Pancreatoduodenectomy; Neural networks; Recursive feature elimination; ;
Core Tip Postoperative pancreatic fistula (POPF) is a life-threatening complication following pancreatoduodenectomy. This is a retrospective study to develop a risk prediction platform for POPF using an Artificial intelligence (AI) model. Compared with established POPF risk prediction methods, this machine learning algorithms better predict the POPF risk correctly (AUC 0.74). This AI-driven platform can identify patients who need especially intense therapy and aid in the establishment of an effective treatment strategy.
Citation Han IW, Cho K, Ryu Y, Shin SH, Heo JS, Choi DW, Chung MJ, Kwon OC, Cho BH. Risk prediction platform for pancreatic fistula after pancreatoduodenectomy using artificial intelligence. World J Gastroenterol 2020; In press
Received
2020-04-22 05:08
Peer-Review Started
2020-04-22 05:08
To Make the First Decision
Return for Revision
2020-04-29 23:35
Revised
2020-07-13 02:54
Second Decision
2020-07-28 12:00
Accepted by Journal Editor-in-Chief
Accepted by Company Editor-in-Chief
2020-07-30 05:36
Articles in Press
2020-07-30 05:36
Publication Fee Transferred
Edit the Manuscript by Language Editor
Typeset the Manuscript
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/
Copyright © The Author(s) 2020. Published by Baishideng Publishing Group Inc. All rights reserved.
Permissions For details, please visit: http://www.wjgnet.com/bpg/gerinfo/207
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 Dong-Mei Wang (Technical Editor)
Reviewer Code 02541992, and 04718315
Editorial Director
Journal Chief Editor
Company Chief Editor Lian-Sheng Ma
Language Editor
Electronic Editor
Responsible Electronic Editor
Responsible Science Editor
Proofing Editorial Director Jin-Lei Wang
Proofing Editor-in-Chief Lian-Sheng Ma
Manuscript File 56222-Review.docx
Answering Reviewers 56222-Answering reviewers.pdf
Audio Core Tip 56222--Audio core tip.mp3
Biostatistics Review Certificate 56222-Biostatistics statement.pdf
Conflict-of-Interest Disclosure Form 56222-Conflict-of-interest statement.pdf
Copyright License Agreement 56222-Copyright license agreement.pdf
Approved Grant Application Form(s) or Funding Agency Copy of any Approval Document(s) 56222-Grant application form(s).pdf
Signed Informed Consent Form(s) or Document(s) 56222-Informed consent statement.pdf
Institutional Review Board Approval Form or Document 56222-Institutional review board statement.pdf
Non-Native Speakers of English Editing Certificate 56222-Language certificate.pdf
Supplementary Material 56222-Supplementary material.pdf
Peer-review Report 56222-Peer-review(s).pdf
Scientific Misconduct Check 56222-Bing-Wang JL-1.jpg
Scientific Misconduct Check 56222-Scientific misconduct check.pdf
Scientific Editor Work List 56222-Scientific editor work list.pdf