Automatic extraction of social determinants of health from medical notes of chronic lower back pain patients.

Lituiev, Dmytro S; Lacar, Benjamin; Pak, Sang; Abramowitsch, Peter L; De Marchis, Emilia H; Peterson, Thomas A

Lituiev, Dmytro S; Lacar, Benjamin; Pak, Sang; Abramowitsch, Peter L; De Marchis, Emilia H; Peterson, Thomas A.

Afiliação

Lituiev DS; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California, USA.
Lacar B; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California, USA.
Pak S; Berkeley Institute for Data Science, University of California, Berkeley, California, USA.
Abramowitsch PL; Department of Physical Therapy and Rehabilitation Science, University of California San Francisco, San Francisco, California, USA.
De Marchis EH; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California, USA.
Peterson TA; Department of Family & Community Medicine, University of California San Francisco, San Francisco, California, USA.

J Am Med Inform Assoc ; 30(8): 1438-1447, 2023 07 19.

Article em En | MEDLINE | ID: mdl-37080559

Assuntos

Dor Lombar; Humanos; Determinantes Sociais da Saúde; Processamento de Linguagem Natural; Aprendizado de Máquina

Palavras-chave

depression; lower back pain; machine learning; natural language inference; natural language processing; social determinants of health

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Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 2_ODS3 Base de dados: MEDLINE Assunto principal: Dor Lombar Tipo de estudo: Prognostic_studies Aspecto: Determinantes_sociais_saude / Equity_inequality Limite: Humans Idioma: En Revista: J Am Med Inform Assoc Ano de publicação: 2023 Tipo de documento: Article

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