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Articles in Press
12/17/2025 9:54:43 AM | Browse: 0 | Download: 0
| 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
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| Manuscript Source |
Unsolicited Manuscript |
| All Author List |
Xiao-Dan Mu, Dong-Xu Ji and De-Qiang Kang |
| Funding Agency and Grant Number |
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| 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 |
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Received |
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2025-11-04 09:08 |
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Peer-Review Started |
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2025-11-04 09:09 |
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First Decision by Editorial Office Director |
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2025-11-24 11:27 |
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Return for Revision |
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2025-11-24 11:27 |
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Revised |
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2025-12-03 14:00 |
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Publication Fee Transferred |
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2025-12-10 04:04 |
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Second Decision by Editor |
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2025-12-17 02:40 |
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Second Decision by Editor-in-Chief |
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Final Decision by Editorial Office Director |
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2025-12-17 09:54 |
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Articles in Press |
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2025-12-17 09:54 |
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Edit the Manuscript by Language Editor |
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Typeset the Manuscript |
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| 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/ |
| Copyright |
© The Author(s) 2025. 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 |
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