Predicting the Risk of Arterial Stiffness in Coal Miners Based on Different Machine Learning Models.

Qian Wei Chen; Xue Zan Huang; Yu Ding; Feng Ren Zhu; Jia Wang; Yuan Jie Zou; Yuan Zhen DU; Ya Jun Zhang; Zi Wen Hui; Feng Lin Zhu; Min MU

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Predicting the Risk of Arterial Stiffness in Coal Miners Based on Different Machine Learning Models.

Author: Qian Wei CHEN ^{1
,

2
,

3
,

4
,

5} ; Xue Zan HUANG ^{6
,

7} ; Yu DING ^{1
,

2
,

3
,

4
,

5} ; Feng Ren ZHU ^{1
,

2
,

3
,

4
,

5} ; Jia WANG ^{1
,

2
,

3
,

4
,

5} ; Yuan Jie ZOU ^{1
,

2
,

3
,

4
,

5} ; Yuan Zhen DU ^{1
,

2
,

3
,

4
,

5} ; Ya Jun ZHANG ^{1
,

2
,

3
,

4
,

5} ; Zi Wen HUI ^{1
,

2
,

3
,

4
,

5} ; Feng Lin ZHU ^{1
,

2
,

3
,

4
,

5} ; Min MU ^{1
,

2
,

3
,

4
,

5}
Author Information

1. The Project was supported by Open Research Grant of Joint National-Local Engineering Research Centre for Safe and Precise Coal Mining, Anhui University of Science and Technology, Hefei 232001, Anhui, China
2. School of Public Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China
3. Key Laboratory of Industrial Dust Prevention and Control, Occupational Safety and Health, Ministry of Education, Anhui University of Science and Technology, Hefei 232001, Anhui, China
4. Anhui Institute of Occupational Safety and Health, Anhui University of Science and Technology, Hefei 232001, Anhui, China
5. Joint Research Center of Occupational Medicine and Health, Institute of Grand Health, Hefei Comprehensive National Science Center, Anhui University of Science and Technology, Hefei 232001, Anhui, China.
6. Department of Occupational & Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
7. Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China.
Publication Type:Letter
MeSH: Humans; Vascular Stiffness; Coal Mining; Occupational Diseases/epidemiology*; Risk Factors; Coal; Miners
From: Biomedical and Environmental Sciences 2024;37(1):108-111
CountryChina
Language:English