Genetic factors increase the identification efficiency of predictive models for dyslipidaemia: a prospective cohort study.

Niu, Miaomiao; Zhang, Liying; Wang, Yikang; Tu, Runqi; Liu, Xiaotian; Hou, Jian; Huo, Wenqian; Mao, Zhenxing; Wang, Zhenfei; Wang, Chongjian

Niu, Miaomiao; Zhang, Liying; Wang, Yikang; Tu, Runqi; Liu, Xiaotian; Hou, Jian; Huo, Wenqian; Mao, Zhenxing; Wang, Zhenfei; Wang, Chongjian.

Afiliação

Niu M; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, 450001, Henan, People's Republic of China.
Zhang L; School of Information Engineering, Zhengzhou University, Zhengzhou, Henan, People's Republic of China.
Wang Y; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, 450001, Henan, People's Republic of China.
Tu R; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, 450001, Henan, People's Republic of China.
Liu X; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, 450001, Henan, People's Republic of China.
Hou J; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, 450001, Henan, People's Republic of China.
Huo W; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, 450001, Henan, People's Republic of China.
Mao Z; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, 450001, Henan, People's Republic of China.
Wang Z; School of Information Engineering, Zhengzhou University, Zhengzhou, Henan, People's Republic of China. iezfwang@zzu.edu.cn.
Wang C; Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, 450001, Henan, People's Republic of China. tjwcj2008@zzu.edu.cn.

Lipids Health Dis ; 20(1): 11, 2021 Feb 12.

Article em En | MEDLINE | ID: mdl-33579296

Assuntos

Dislipidemias/genética; Predisposição Genética para Doença; Modelos Biológicos; Calibragem; Estudos de Coortes; Humanos; Pessoa de Meia-Idade; Modelos de Riscos Proporcionais; Curva ROC; Fatores de Risco

Palavras-chave

Classifier; Dyslipidaemia; Genetic risk score; Lipid level; Machine learning; Predictive performance; Risk model

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Predisposição Genética para Doença / Dislipidemias / Modelos Biológicos Tipo de estudo: Clinical_trials / Diagnostic_studies / Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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