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Articles in Press
7/10/2025 7:35:06 AM | Browse: 11 | Download: 0
Category |
Gastroenterology & Hepatology |
Manuscript Type |
Editorial |
Article Title |
Radiomics for preoperative pancreatic ductal adenocarcinoma risk stratification: Cross-population validation, multidimensional integration, challenges, and future directions
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Manuscript Source |
Invited Manuscript |
All Author List |
Qin-Zhi Liu, Lei Zeng and Nian-Zhe Sun |
Funding Agency and Grant Number |
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Corresponding Author |
Nian-Zhe Sun, MD, National Clinical Research Center of Geriatric Disorders, Department of Orthopedics, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Kaifu District, Changsha 410008, Hunan Province, China. sunnzh201921@sina.com |
Key Words |
Pancreatic ductal adenocarcinoma; Postoperative recurrence; Risk assessment system; Preoperative assessment; Radiomics |
Core Tip |
This editorial critically evaluated the retrospective study by Liu et al in validating a preoperative computed tomography-based risk scoring system, while high-lighting the potential of radiomics integrated with machine learning for multimodal data analysis. However, clinical translation continues to face significant challenges, including heterogeneity in imaging parameters, incomplete elucidation of molecular mechanisms, and confounding effects of therapeutic interventions. Future research should prioritize the development of multidimensional predictive frameworks that synergize radiological, molecular, and clinical data. Prospective clinical trials to validate model efficacy and artificial intelligence-driven real-time risk stratification systems represent critical initiatives to overcome current limitations in precision medicine implementation, thereby advancing personalized management strategies for pancreatic ductal adenocarcinoma. |
Citation |
Liu QZ, Zeng L, Sun NZ. Radiomics for preoperative pancreatic ductal adenocarcinoma risk stratification: Cross-population validation, multidimensional integration, challenges, and future directions. World J Radiol 2025; In press |
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Received |
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2025-05-28 09:51 |
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Peer-Review Started |
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2025-05-28 09:51 |
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To Make the First Decision |
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Return for Revision |
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2025-06-06 03:35 |
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Revised |
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2025-06-09 10:16 |
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Second Decision |
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2025-07-10 02:44 |
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Accepted by Journal Editor-in-Chief |
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Accepted by Executive Editor-in-Chief |
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2025-07-10 07:35 |
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Articles in Press |
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2025-07-10 07:35 |
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Publication Fee Transferred |
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Edit the Manuscript by Language Editor |
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Typeset the Manuscript |
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ISSN |
1949-8470 (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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