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©The Author(s) 2023. Published by Baishideng Publishing Group Inc. All rights reserved.
World J Gastrointest Surg. Sep 27, 2023; 15(9): 1978-1985
Published online Sep 27, 2023. doi: 10.4240/wjgs.v15.i9.1978
Published online Sep 27, 2023. doi: 10.4240/wjgs.v15.i9.1978
Prediction model of stress ulcer after laparoscopic surgery for colorectal cancer established by machine learning algorithm
Dong-Mei Yu, Hui Xue, School of Nursing, Hebei University of Traditional Chinese Medicine, Shijiazhuang 050000, Hebei Province, China
Chun-Xiao Wu, Jiang-Xue Feng, Department I of Anorectal, Hebei Traditional Chinese Medicine Hospital, Shijiazhuang 050000, Hebei Province, China
Jun-Yi Sun, Department of Inspection Center, Hebei Traditional Chinese Medicine Hospital, Shijiazhuang 050000, Hebei Province, China
Zhe Yuwen, Department of Perivascular, Hebei Traditional Chinese Medicine Hospital, Shijiazhuang 050000, Hebei Province, China
Author contributions: Yu DM designed and performed the research and wrote the paper; Feng JX designed the research and supervised the report; Yu DM and Feng JX designed the research and contributed to the analysis; Sun JY, Wu CX, Xue H and Yuwen Z provided clinical advice; Sun JY, Wu CX, Xue H and Yuwen Z supervised the report; all authors have read and approved the final version to be published.
Institutional review board statement: The study was reviewed and approved by the Hebei Traditional Chinese Medicine Hospital.
Informed consent statement: All study participants or their legal guardian provided informed written consent regarding personal and medical data collection prior to study enrolment.
Conflict-of-interest statement: The authors declare no conflicts of interest for this article.
Data sharing statement: The data set for this study can be obtained from the corresponding author.
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/
Corresponding author: Jiang-Xue Feng, BSc, Associate Chief Nurse, Department I of Anorectal, Hebei Traditional Chinese Medicine Hospital, No. 389 Zhongshan East Road, Chang'an District, Shijiazhuang 050000, Hebei Province, China. fengjiangxue0330@163.com
Received: May 31, 2023
Peer-review started: May 31, 2023
First decision: June 14, 2023
Revised: June 25, 2023
Accepted: July 19, 2023
Article in press: July 19, 2023
Published online: September 27, 2023
Peer-review started: May 31, 2023
First decision: June 14, 2023
Revised: June 25, 2023
Accepted: July 19, 2023
Article in press: July 19, 2023
Published online: September 27, 2023
Core Tip
Core Tip: Colorectal cancer (CRC) can cause hematochezia, dizziness, abdominal pain, diarrhea, constipation and other symptoms. We evaluated 135 patients who underwent laparoscopic surgery for CRC, identified 17 risk factors for post-surgery stress ulcer (SU), and established a nomogram model to predict the risk of SU in these patients. This model is useful for clinical prevention of postoperative SU in patients with CRC.