Prediction model for early childhood caries risk based on behavioral determinants using a machine learning algorithm.

Qu, Xing; Zhang, Chao; Houser, Shannon H; Zhang, Jian; Zou, Jing; Zhang, Wei; Zhang, Qiong

Qu, Xing; Zhang, Chao; Houser, Shannon H; Zhang, Jian; Zou, Jing; Zhang, Wei; Zhang, Qiong.

Afiliação

Qu X; Institute of Hospital Management, West China Hospital, Sichuan University, Chengdu 610041, China.
Zhang C; West China Biomedical Big Data Center, West China Hospital, Sichuan University; Med-X Center for Informatics, Sichuan University, Chengdu 610041, China.
Houser SH; Department of Health Services Administration, University of Alabama at Birmingham, Alabama 35294, USA.
Zhang J; West China Biomedical Big Data Center, West China Hospital, Sichuan University; Med-X Center for Informatics, Sichuan University, Chengdu 610041, China.
Zou J; Department of Pediatric Dentistry, West China Hospital of Stomatology, State Key Laboratory of Oral Diseases & National Clinical Research, Sichuan Unversity, Chengdu 610041, China.
Zhang W; Institute of Hospital Management, West China Hospital, Sichuan University, Chengdu 610041, China; West China Biomedical Big Data Center, West China Hospital, Sichuan University; Med-X Center for Informatics, Sichuan University, Chengdu 610041, China. Electronic address: weizhanghx@163.com.
Zhang Q; Department of Pediatric Dentistry, West China Hospital of Stomatology, State Key Laboratory of Oral Diseases & National Clinical Research, Sichuan Unversity, Chengdu 610041, China. Electronic address: zhangqiongdentist@126.com.

Comput Methods Programs Biomed ; 227: 107221, 2022 Dec.

Article em En | MEDLINE | ID: mdl-36384058

Assuntos

Cárie Dentária; Criança; Pré-Escolar; Feminino; Humanos; Masculino; Cárie Dentária/diagnóstico; Cárie Dentária/epidemiologia; Suscetibilidade à Cárie Dentária; Aprendizado de Máquina; Algoritmos; China/epidemiologia

Palavras-chave

Caries risk prediction model; Dental-related behaviors; Early childhood caries; Machine learning algorithm

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Cárie Dentária Tipo de estudo: Clinical_trials / Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Child / Child, preschool / Female / Humans / Male País/Região como assunto: Asia Idioma: En Revista: Comput Methods Programs Biomed Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China

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