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12/14/2023 9:36:12 AM | Browse: 433 | Download: 1611
Publication Name World Journal of Diabetes
Manuscript ID 87018
Country China
Received
2023-08-08 02:30
Peer-Review Started
2023-08-08 02:32
First Decision by Editorial Office Director
2023-09-29 02:00
Return for Revision
2023-09-29 02:00
Revised
2023-10-20 16:02
Publication Fee Transferred
Second Decision by Editor
2023-11-20 01:40
Second Decision by Editor-in-Chief
Final Decision by Editorial Office Director
2023-11-27 07:13
Articles in Press
2023-11-27 07:13
Edit the Manuscript by Language Editor
2023-11-17 03:26
Typeset the Manuscript
2023-12-08 06:15
Publish the Manuscript Online
2023-12-14 09:36
ISSN 1948-9358 (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: http://creativecommons.org/Licenses/by-nc/4.0/
Copyright © The Author(s) 2023. Published by Baishideng Publishing Group Inc. All rights reserved.
Article Reprints For details, please visit: http://www.wjgnet.com/bpg/gerinfo/247
Permissions For details, please visit: http://www.wjgnet.com/bpg/gerinfo/207
Publisher Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA
Website http://www.wjgnet.com
Category Endocrinology & Metabolism
Manuscript Type Retrospective Study
Article Title Establishment of models to predict factors influencing periodontitis in patients with type 2 diabetes mellitus
Manuscript Source Unsolicited Manuscript
All Author List Hong-Miao Xu, Xuan-Jiang Shen and Jia Liu
ORCID
Author(s) ORCID Number
Hong-Miao Xu http://orcid.org/0009-0007-5278-5136
Xuan-Jiang Shen http://orcid.org/0009-0006-3592-9428
Jia Liu http://orcid.org/0009-0008-0633-5764
Funding Agency and Grant Number
Corresponding Author Jia Liu, MM, Attending Doctor, Department of Stomatology, Taizhou Central Hospital (Taizhou University Hospital), No. 999 Donghai Avenue, Jiaojiang District, Taizhou 318000, Zhejiang Province, China. liujia_861217@163.com
Key Words Type 2 diabetes mellitus; Periodontitis; Logistic regression; Prediction model; Random forest model; Gingival disease
Core Tip With the rapid increase in the number of patients with type 2 diabetes mellitus (T2DM), the number of cases complicated by periodontitis has also increased. Without timely intervention, periodontitis can lead to tooth loosening and loss, and a decline in oral function, reducing patient quality of life. We retrospectively analyzed the data of 300 patients with T2DM to determine the factors influencing periodontitis. Random forest and logistic regression models were constructed to provide a theoretical basis for predicting periodontitis in patients with T2DM.
Publish Date 2023-12-14 09:36
Citation Xu HM, Shen XJ, Liu J. Establishment of models to predict factors influencing periodontitis in patients with type 2 diabetes mellitus. World J Diabetes 2023; 14(12): 1793-1802
URL https://www.wjgnet.com/1948-9358/full/v14/i12/1793.htm
DOI https://dx.doi.org/10.4239/wjd.v14.i12.1793
Full Article (PDF) WJD-14-1793-with-cover.pdf
Full Article (Word) WJD-14-1793.docx