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Contribution of Ambient Air Pollution on Risk Assessment of Type 2 Diabetes Mellitus via Explainable Machine Learning.
Ding, Zhong Ao; Zhang, Li Ying; Li, Rui Ying; Niu, Miao Miao; Zhao, Bo; Dong, Xiao Kang; Liu, Xiao Tian; Hou, Jian; Mao, Zhen Xing; Wang, Chong Jian.
Afiliación
  • Ding ZA; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou 450001, Henan, China.
  • Zhang LY; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou 450001, Henan, China;Department of Software Engineering, School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, Henan, China.
  • Li RY; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou 450001, Henan, China.
  • Niu MM; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou 450001, Henan, China.
  • Zhao B; Department of Statistics, University of Illinois at Urbana-Champaign, Champaign, U.S.A.
  • Dong XK; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou 450001, Henan, China.
  • Liu XT; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou 450001, Henan, China.
  • Hou J; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou 450001, Henan, China.
  • Mao ZX; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou 450001, Henan, China.
  • Wang CJ; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou 450001, Henan, China;NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou 450001, Henan, China.
Biomed Environ Sci ; 36(6): 557-560, 2023 06 20.
Article en En | MEDLINE | ID: mdl-37424251
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Diabetes Mellitus Tipo 2 / Contaminantes Atmosféricos / Contaminación del Aire Tipo de estudio: Etiology_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Biomed Environ Sci Asunto de la revista: SAUDE AMBIENTAL Año: 2023 Tipo del documento: Article País de afiliación: China Pais de publicación: China
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Diabetes Mellitus Tipo 2 / Contaminantes Atmosféricos / Contaminación del Aire Tipo de estudio: Etiology_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Biomed Environ Sci Asunto de la revista: SAUDE AMBIENTAL Año: 2023 Tipo del documento: Article País de afiliación: China Pais de publicación: China