Prediction of coronary heart disease in gout patients using machine learning models.

Jiang, Lili; Chen, Sirong; Wu, Yuanhui; Zhou, Da; Duan, Lihua

Jiang, Lili; Chen, Sirong; Wu, Yuanhui; Zhou, Da; Duan, Lihua.

Afiliación

Jiang L; Department of Rheumatology and Clinical Immunology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China.
Chen S; School of Mathematical Sciences, Soochow University, Suzhou, China.
Wu Y; Department of Rheumatology and Clinical Immunology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China.
Zhou D; School of Mathematical Sciences, Xiamen University, Xiamen, China.
Duan L; Department of Rheumatology and Clinical Immunology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China.

Math Biosci Eng ; 20(3): 4574-4591, 2023 01.

Article en En | MEDLINE | ID: mdl-36896513

Asunto(s)

Gota; Redes Neurales de la Computación; Humanos; Aprendizaje Automático; Bosques Aleatorios; Modelos Logísticos; Gota/complicaciones; Gota/diagnóstico; Gota/epidemiología

Palabras clave

CHD; diagnostic model; gout; imbalance data; machine learning; risk factor selection

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Redes Neurales de la Computación / Gota Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Math Biosci Eng Año: 2023 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos

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