Predictive models of medication non-adherence risks of patients with T2D based on multiple machine learning algorithms.

Wu, Xing-Wei; Yang, Heng-Bo; Yuan, Rong; Long, En-Wu; Tong, Rong-Sheng

Wu, Xing-Wei; Yang, Heng-Bo; Yuan, Rong; Long, En-Wu; Tong, Rong-Sheng.

Afiliação

Wu XW; Personalized Drug Therapy Key Laboratory of Sichuan Province, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China.
Yang HB; Department of Pharmacy, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China.
Yuan R; School of Pharmacy, Chengdu Medical College, Chengdu, China.
Long EW; Endocrine Department, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China.
Tong RS; Personalized Drug Therapy Key Laboratory of Sichuan Province, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China tongrs@126.com 1043743338@qq.com.

BMJ Open Diabetes Res Care ; 8(1)2020 03.

Article em En | MEDLINE | ID: mdl-32156739

Assuntos

Diabetes Mellitus Tipo 2/diagnóstico; Diabetes Mellitus Tipo 2/psicologia; Cooperação do Paciente; Adulto; Idoso; Idoso de 80 Anos ou mais; Feminino; Humanos; Aprendizado de Máquina; Masculino; Pessoa de Meia-Idade; Cooperação do Paciente/estatística & dados numéricos; Fatores de Risco; Sensibilidade e Especificidade

Palavras-chave

adherence; personality; prediction and prevention; type 2 diabetes

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Cooperação do Paciente / Diabetes Mellitus Tipo 2 Tipo de estudo: Diagnostic_studies / Etiology_studies / Prognostic_studies / Qualitative_research / Risk_factors_studies Limite: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Revista: BMJ Open Diabetes Res Care Ano de publicação: 2020 Tipo de documento: Article

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