Analysis of main risk factors causing stroke in Shanxi Province based on machine learning models

doi:10.1016/j.imu.2021.100712

Details of Research Outputs

Status	已发表Published
Title	Analysis of main risk factors causing stroke in Shanxi Province based on machine learning models
Creator	Liu, Junjie 1; Sun, Yiyang 2; Ma, Jing 3,4; Tu,Jiachen 1; Deng, Yuhui1 ; He, Ping1 ; Li, Rongshan 7; Hu, Fengyun 6; Huang, Huaxiong 1,4,5; Zhou, Xiaoshuang 7; Xu, Shixin 2
Date Issued	2021
Source Publication	Informatics in Medicine Unlocked
ISSN	2352-9148
Volume	26
Keyword	Stroke Machine learning Risk factor ranking SHAP value
DOI	10.1016/j.imu.2021.100712
URL	View source
Language	英语English
Citation statistics	Cited Times [WOS]:0 [WOS Record] [Related Records in WOS]
Document Type	Journal article
Identifier	http://repository.uic.edu.cn/handle/39GCC9TT/7717
Collection	Faculty of Science and Technology
Corresponding Author	Xu, Shixin
Affiliation	1.BNU- HKBU United International College, Zhuhai, China 2.Duke Kunshan University, 8 Duke Ave, Kunshan, Jiangsu, China 3.Laboratory of Mathematics and Complex Systems (Ministry of Education), School of Mathematical Sciences, Beijing Normal University, Beijing 100875, China 4.Research Center for Mathematics, Beijing Normal University at Zhuhai, 519087, China 5.Department of Mathematics and Statistics, York University, Toronto, Ontario, Canada 6.Department of Neurology, Shanxi Provincial People’s Hospital, Taiyuan, Shanxi, China 7.Department of Nephrology, Shanxi Provincial People’s Hospital, Taiyuan, Shanxi, China
First Author Affilication	Beijing Normal-Hong Kong Baptist University
Recommended Citation GB/T 7714	Liu, Junjie,Sun, Yiyang,Ma, Jinget al. Analysis of main risk factors causing stroke in Shanxi Province based on machine learning models[J]. Informatics in Medicine Unlocked, 2021, 26.
APA	Liu, Junjie., Sun, Yiyang., Ma, Jing., Tu,Jiachen., Deng, Yuhui., .. & Xu, Shixin. (2021). Analysis of main risk factors causing stroke in Shanxi Province based on machine learning models. Informatics in Medicine Unlocked, 26.
MLA	Liu, Junjie,et al."Analysis of main risk factors causing stroke in Shanxi Province based on machine learning models". Informatics in Medicine Unlocked 26(2021).

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