Predicting Overweight and Obesity Status Among Malaysian Working Adults With Machine Learning or Logistic Regression: Retrospective Comparison Study.

Wong, Jyh Eiin; Yamaguchi, Miwa; Nishi, Nobuo; Araki, Michihiro; Wee, Lei Hum

Wong, Jyh Eiin; Yamaguchi, Miwa; Nishi, Nobuo; Araki, Michihiro; Wee, Lei Hum.

Afiliação

Wong JE; Centre for Community Health Studies, Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia.
Yamaguchi M; National Institute of Health and Nutrition, National Institutes of Biomedical Innovation, Health and Nutrition, Tokyo, Japan.
Nishi N; National Institute of Health and Nutrition, National Institutes of Biomedical Innovation, Health and Nutrition, Tokyo, Japan.
Araki M; National Institute of Health and Nutrition, National Institutes of Biomedical Innovation, Health and Nutrition, Tokyo, Japan.
Wee LH; Centre for Community Health Studies, Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia.

JMIR Form Res ; 6(12): e40404, 2022 Dec 07.

Article em En | MEDLINE | ID: mdl-36476813

Palavras-chave

Malaysia; accuracy; adults; algorithms; etiology; logistic regression; machine learning; obesity; overweight; prediction; predictive models; surveillance; working adults

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies / Risk_factors_studies Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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