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Articles Published Processes
2/26/2025 4:37:41 AM | Browse: 14 | Download: 55
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Received |
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2024-11-21 08:53 |
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Peer-Review Started |
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2024-11-21 08:53 |
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To Make the First Decision |
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Return for Revision |
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2024-12-12 07:20 |
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Revised |
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2024-12-30 08:53 |
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Second Decision |
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2025-01-21 02:39 |
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Accepted by Journal Editor-in-Chief |
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Accepted by Executive Editor-in-Chief |
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2025-01-21 08:38 |
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Articles in Press |
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2025-01-21 08:38 |
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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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2025-02-11 23:56 |
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Publish the Manuscript Online |
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2025-02-26 04:37 |
| ISSN |
2220-3206 (online) |
| Open Access |
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: http://creativecommons.org/Licenses/by-nc/4.0/ |
| Copyright |
© The Author(s) 2025. Published by Baishideng Publishing Group Inc. All rights reserved. |
| 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 |
Orthopedics |
| Manuscript Type |
Retrospective Study |
| Article Title |
Developing a nomogram for postoperative delirium in elderly patients with hip fractures
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| Manuscript Source |
Unsolicited Manuscript |
| All Author List |
Liang Li, Wei-Wei Sheng, Li-Juan Song, Shuai Cheng, En-Gang Cui, Yong-Bing Zhang, Xue-Zhong Yu and Yan-Li Liu |
| ORCID |
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| Funding Agency and Grant Number |
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| Corresponding Author |
Yan-Li Liu, Assistant Professor, PhD, Health Care Department, Dongying People’s Hospital, No. 317 Dongcheng South 1st Road, Dongying 257091, Shandong Province, China. dyliuyanli@163.com |
| Key Words |
Hip fracture; Postoperative delirium; Nomogram; Risk factor; Retrospective study |
| Core Tip |
This study integrates advanced machine learning techniques, including Lasso regression, support vector machine, and random forest, to determine independent risk factors for postoperative delirium. A nomogram prediction model was developed and demonstrated high accuracy and stability in both training and validation cohorts. The decision curve analysis confirmed its clinical use within a risk threshold range of 8%-35%. This tool provides valuable guidance for the early determination of patients at high-risk and personalized postoperative management to reduce postoperative delirium incidence. |
| Publish Date |
2025-02-26 04:37 |
| Citation |
<p>Li L, Sheng WW, Song LJ, Cheng S, Cui EG, Zhang YB, Yu XZ, Liu YL. Developing a nomogram for postoperative delirium in elderly patients with hip fractures. <i>World J Psychiatry</i> 2025; 15(3): 102117</p> |
| URL |
https://www.wjgnet.com/2220-3206/full/v15/i3/102117.htm |
| DOI |
https://dx.doi.org/10.5498/wjp.v15.i3.102117 |
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