Predicting obesity and smoking using medication data: A machine-learning approach.

Ali, Sitwat; Na, Renhua; Waterhouse, Mary; Jordan, Susan J; Olsen, Catherine M; Whiteman, David C; Neale, Rachel E

Ali, Sitwat; Na, Renhua; Waterhouse, Mary; Jordan, Susan J; Olsen, Catherine M; Whiteman, David C; Neale, Rachel E.

Afiliación

Ali S; Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.
Na R; School of Population Health, University of Queensland, Brisbane, Queensland, Australia.
Waterhouse M; Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.
Jordan SJ; Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.
Olsen CM; Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.
Whiteman DC; School of Population Health, University of Queensland, Brisbane, Queensland, Australia.
Neale RE; Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.

Pharmacoepidemiol Drug Saf ; 31(1): 91-99, 2022 01.

Article en En | MEDLINE | ID: mdl-34611961

Asunto(s)

Aprendizaje Automático; Obesidad; Niño; Estudios de Cohortes; Femenino; Humanos; Masculino; Obesidad/epidemiología; Curva ROC; Fumar/epidemiología

Palabras clave

gradient boosting machine; obesity; prediction model; smoking

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Aprendizaje Automático / Obesidad Tipo de estudio: Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Child / Female / Humans / Male Idioma: En Revista: Pharmacoepidemiol Drug Saf Asunto de la revista: EPIDEMIOLOGIA / TERAPIA POR MEDICAMENTOS Año: 2022 Tipo del documento: Article País de afiliación: Australia

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