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: https://creativecommons.org/Licenses/by-nc/4.0/ |
Copyright |
©The Author(s) 2022. Published by Baishideng Publishing Group Inc. All rights reserved. |
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Permissions |
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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 |
Endocrinology & Metabolism |
Manuscript Type |
Observational Study |
Article Title |
Risk factor analysis and clinical decision tree model construction for diabetic retinopathy in Western China
|
Manuscript Source |
Unsolicited Manuscript |
All Author List |
Yuan-Yuan Zhou, Tai-Cheng Zhou, Nan Chen, Guo-Zhong Zhou, Hong-Jian Zhou, Xing-Dong Li, Jin-Rui Wang, Chao-Fang Bai, Rong Long, Yu-Xin Xiong and Ying Yang |
Funding Agency and Grant Number |
Funding Agency |
Grant Number |
the Natural Science Foundation of China |
No. 82160159 |
the Natural Science Foundation of Yunnan Province |
No.202101AY070001-199 |
Scientific Research Fund of Yunnan Education Department |
No. 2021J0303 |
Postgraduate Innovation Fund of Kunming Medical University |
No. 2020D009 |
|
Corresponding Author |
Ying Yang, PhD, Chief Doctor, Professor, Department of Endocrinology and Metabolism, Affiliated Hospital of Yunnan University, The Second People’s Hospital of Yunnan Province, No.176 Qingnian Road, Kunming 650021, Yunnan Province, China. yangying2072@126.com |
Key Words |
Diabetic retinopathy; Type 2 diabetes; Western China; Decision tree |
Core Tip |
Due to the underdeveloped economy and higher prevalence of diabetic retinopathy (DR), Yunnan province is facing a serious task of prevention. Based on a large sample of the Han population with type 2 diabetes mellitus in Yunnan province, this study constructed a cost-effective predictive model that may facilitate the timely and individualized estimation of DR risk. |
Publish Date |
2022-11-11 10:05 |
Citation |
Zhou YY, Zhou TC, Chen N, Zhou GZ, Zhou HJ, Li XD, Wang JR, Bai CF, Long R, Xiong YX, Yang Y. Risk factor analysis and clinical decision tree model construction for diabetic retinopathy in Western China. World J Diabetes 2022; 13(11): 986-1000 |
URL |
https://www.wjgnet.com/1948-9358/full/v13/i11/986.htm |
DOI |
https://dx.doi.org/10.4239/wjd.v13.i11.986 |