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Electronic phenotyping of health outcomes of interest using a linked claims-electronic health record database: Findings from a machine learning pilot project.
Gibson, Teresa B; Nguyen, Michael D; Burrell, Timothy; Yoon, Frank; Wong, Jenna; Dharmarajan, Sai; Ouellet-Hellstrom, Rita; Hua, Wei; Ma, Yong; Baro, Elande; Bloemers, Sarah; Pack, Cory; Kennedy, Adee; Toh, Sengwee; Ball, Robert.
Afiliação
  • Gibson TB; Government Health and Human Services, IBM Watson Health, Bethesda, Maryland, USA.
  • Nguyen MD; Food and Drug Administration, Silver Spring, Maryland, USA.
  • Burrell T; Government Health and Human Services, IBM Watson Health, Bethesda, Maryland, USA.
  • Yoon F; Government Health and Human Services, IBM Watson Health, Bethesda, Maryland, USA.
  • Wong J; Harvard Medical School and Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, Massachusetts, USA.
  • Dharmarajan S; Office of Biostatistics, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, USA.
  • Ouellet-Hellstrom R; Division of Epidemiology II, Office of Pharmacovigilance and Epidemiology, Office of Surveillance and Epidemiology, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, USA.
  • Hua W; Food and Drug Administration, Silver Spring, Maryland, USA.
  • Ma Y; Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, USA.
  • Baro E; Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA.
  • Bloemers S; Government Health and Human Services, IBM Watson Health, Bethesda, Maryland, USA.
  • Pack C; Government Health and Human Services, IBM Watson Health, Bethesda, Maryland, USA.
  • Kennedy A; Harvard Medical School and Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, Massachusetts, USA.
  • Toh S; Harvard Medical School and Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, Massachusetts, USA.
  • Ball R; Office of Surveillance and Epidemiology Center for Drug Evaluation and Research U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
J Am Med Inform Assoc ; 28(7): 1507-1517, 2021 07 14.
Article em En | MEDLINE | ID: mdl-33712852
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Registros Eletrônicos de Saúde / Aprendizado de Máquina Tipo de estudo: Diagnostic_studies / Prognostic_studies / Qualitative_research Limite: Humans Idioma: En Revista: J Am Med Inform Assoc Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos
Texto completo
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Registros Eletrônicos de Saúde / Aprendizado de Máquina Tipo de estudo: Diagnostic_studies / Prognostic_studies / Qualitative_research Limite: Humans Idioma: En Revista: J Am Med Inform Assoc Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos