Establishment and health management application of a prediction model for high-risk complication combination of type 2 diabetes mellitus based on data mining

Xin Luo; Jijia Sun; Hong Pan; Dian Zhou; Ping Huang; Jingjing Tang; Rong Shi; Hong Ye; Ying Zhao; An Zhang

doi:10.1371/journal.pone.0289749

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Open Access

Peer-reviewed

Research Article

Establishment and health management application of a prediction model for high-risk complication combination of type 2 diabetes mellitus based on data mining

Xin Luo ,

Contributed equally to this work with: Xin Luo, Jijia Sun

Roles Writing – original draft

Affiliation Department of Health Management, School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China

https://orcid.org/0000-0001-6764-3404

⨯
Jijia Sun ,

Contributed equally to this work with: Xin Luo, Jijia Sun

Roles Writing – review & editing

Affiliation Department of Mathematics and Physics, School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
⨯
Hong Pan,

Roles Data curation

Affiliation Department of Health Management, School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
⨯
Dian Zhou,

Roles Data curation, Investigation

Affiliation Department of Health Management, School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
⨯
Ping Huang,

Roles Data curation, Investigation

Affiliation Department of Health Management, School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
⨯
Jingjing Tang,

Roles Data curation, Investigation

Affiliation Department of Health Management, School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
⨯
Rong Shi,

Roles Data curation, Investigation

Affiliation Department of Health Management, School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
⨯
Hong Ye,

Roles Methodology

Affiliation Department of Mathematics and Physics, School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
⨯
Ying Zhao,

Roles Methodology

Affiliation Department of Mathematics and Physics, School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
⨯
An Zhang

Roles Writing – review & editing

* E-mail: 13052289046@163.com

Affiliation Department of Health Management, School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China

https://orcid.org/0009-0002-8040-2124

⨯

Establishment and health management application of a prediction model for high-risk complication combination of type 2 diabetes mellitus based on data mining

Xin Luo,
Jijia Sun,
Hong Pan,
Dian Zhou,
Ping Huang,
Jingjing Tang,
Rong Shi,
Hong Ye,
Ying Zhao,
An Zhang

Published: August 8, 2023
https://doi.org/10.1371/journal.pone.0289749

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