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Publication Name World Journal of Gastrointestinal Oncology
Manuscript ID 115404
Country China
Category Gastroenterology & Hepatology
Manuscript Type Retrospective Study
Article Title Application Value of Multiphase Contrast-Enhanced CT Radiomics in Preoperative Evaluation of Peritoneal Metastasis in Gastric Cancer
Manuscript Source Unsolicited Manuscript
All Author List Xiao-Dan Mu, Dong-Xu Ji and De-Qiang Kang
Funding Agency and Grant Number
Corresponding Author De-Qiang Kang, Department of Radiology, Peking University International Hospital, No.1 Shengyuan Road, Zhongguancun Life Science Park, Changping District, Beijing 102206, China. pkuih_rad@126.com
Key Words Gastric cancer; Peritoneal metastasis; Radiomics; Multiphase contrast-enhanced computed tomography; Machine learning; Preoperative prediction
Core Tip Multiphase contrast-enhanced CT radiomics enables non-invasive preoperative prediction of peritoneal metastasis in gastric cancer. In a 200-patient cohort, a combined arterial–venous–delayed model (logistic regression within a leakage-free pipeline) outperformed single-phase models, achieving AUC 0.876 with good calibration and decision-curve net benefit. The approach may help triage candidates for staging laparoscopy, reduce unnecessary exploratory procedures, and support individualized treatment planning. Reporting follows IBSI/TRIPOD-AI, with feature robustness, cross-validation, and external temporal testing recommended for future multicenter deployment.
Citation Mu XD, Ji DX, Kang DQ. Application value of multiphase contrast-enhanced computed tomography radiomics in preoperative evaluation of peritoneal metastasis in gastric cancer. World J Gastrointest Oncol 2025; In press
Received
2025-11-04 09:08
Peer-Review Started
2025-11-04 09:09
First Decision by Editorial Office Director
2025-11-24 11:27
Return for Revision
2025-11-24 11:27
Revised
2025-12-03 14:00
Publication Fee Transferred
2025-12-10 04:04
Second Decision by Editor
2025-12-17 02:40
Second Decision by Editor-in-Chief
Final Decision by Editorial Office Director
2025-12-17 09:54
Articles in Press
2025-12-17 09:54
Edit the Manuscript by Language Editor
Typeset the Manuscript
ISSN 1948-5204 (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/
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