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Machine learning-based outcome prediction and novel hypotheses generation for substance use disorder treatment.
Nasir, Murtaza; Summerfield, Nichalin S; Oztekin, Asil; Knight, Margaret; Ackerson, Leland K; Carreiro, Stephanie.
Afiliação
  • Nasir M; Department of Operations and Information Systems, Manning School of Business, University of Massachusetts Lowell, Lowell, Massachusetts, USA.
  • Summerfield NS; Department of Operations and Information Systems, Manning School of Business, University of Massachusetts Lowell, Lowell, Massachusetts, USA.
  • Oztekin A; Department of Operations and Information Systems, Manning School of Business, University of Massachusetts Lowell, Lowell, Massachusetts, USA.
  • Knight M; Susan and Alan Solomont School of Nursing, Zuckerberg College of Health Sciences, University of Massachusetts Lowell, Lowell, Massachusetts, USA.
  • Ackerson LK; Department of Public Health, Zuckerberg College of Health Sciences, University of Massachusetts Lowell, Lowell, Massachusetts, USA.
  • Carreiro S; Division of Medical Toxicology, Department of Emergency Medicine, UMass Memorial Healthcare, University of Massachusetts Medical School, Worcester, Massachusetts, USA.
J Am Med Inform Assoc ; 28(6): 1216-1224, 2021 06 12.
Article em En | MEDLINE | ID: mdl-33570148
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Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 2_ODS3 Base de dados: MEDLINE Assunto principal: Transtornos Relacionados ao Uso de Substâncias / Aprendizado de Máquina Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: J Am Med Inform Assoc Ano de publicação: 2021 Tipo de documento: Article
Texto completo
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PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 2_ODS3 Base de dados: MEDLINE Assunto principal: Transtornos Relacionados ao Uso de Substâncias / Aprendizado de Máquina Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: J Am Med Inform Assoc Ano de publicação: 2021 Tipo de documento: Article