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Articles Published Processes
5/20/2026 8:22:30 AM | Browse: 1 | Download: 0
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Received |
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2025-12-05 08:36 |
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Peer-Review Started |
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2025-12-05 08:36 |
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First Decision by Editorial Office Director |
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2025-12-25 08:52 |
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Return for Revision |
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2025-12-25 08:52 |
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Revised |
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2026-01-20 08:21 |
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Publication Fee Transferred |
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Second Decision by Editor |
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2026-02-25 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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2026-02-25 07:44 |
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Articles in Press |
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2026-02-25 07:44 |
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Edit the Manuscript by Language Editor |
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Typeset the Manuscript |
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2026-05-13 01:05 |
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Publish the Manuscript Online |
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2026-05-20 08:22 |
| 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: https://creativecommons.org/Licenses/by-nc/4.0/ |
| Copyright |
©Author(s) (or their employer(s)) 2026. No commercial re-use. See Permissions. Published by Baishideng Publishing Group Inc. |
| Article Reprints |
For details, please visit: http://www.wjgnet.com/bpg/gerinfo/247
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| 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 |
| Category |
Gastroenterology & Hepatology |
| Manuscript Type |
Retrospective Study |
| Article Title |
Construction and efficacy validation of a multi-parametric contrast-enhanced ultrasound nomogram model for discriminating hepatic inflammatory lesions from malignancies
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| Manuscript Source |
Unsolicited Manuscript |
| All Author List |
Si-Jie Mou, San-Mei Yu, Yan-Ni Xiang and Bo Tang |
| ORCID |
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| Funding Agency and Grant Number |
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| Corresponding Author |
Bo Tang, Ultrasound Department, Taizhou First People's Hospital, No. 218 Hengjie Road, Huangyan District, Taizhou 318020, Zhejiang Province, China. tangbo19852025@163.com |
| Key Words |
Hepatic; Contrast-enhanced ultrasound; Machine learning; Differential diagnosis; SHapley Additive exPlanations; Inflammatory lesions; Malignant tumors |
| Core Tip |
We developed and externally tested (within an independent test set) a multi-parametric contrast-enhanced ultrasound-based, SHapley Additive exPlanations-interpretable machine learning nomogram to differentiate hepatic inflammatory lesions from malignant tumors. Logistic regression showed the best overall generalization (area under the curve = 0.965; accuracy = 94.35%) and significantly outperformed alpha-fetoprotein and Model for End-Stage Liver Disease scores. Blood flow signals and wash-in time, as the key driving factors of model decision-making, can offer an intuitive and clinically relevant diagnostic reference basis. |
| Publish Date |
2026-05-20 08:22 |
| Citation |
Mou SJ, Yu SM, Xiang YN, Tang B. Construction and efficacy validation of a multi-parametric contrast-enhanced ultrasound nomogram model for discriminating hepatic inflammatory lesions from malignancies. World J Gastroenterol 2026; 32(20): 112559 |
| URL |
https://www.wjgnet.com/1007-9327/full/v32/i20/112559.htm |
| DOI |
https://dx.doi.org/10.3748/wjg.v32.i20.112559 |
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