Identifying Goals of Care Conversations in the Electronic Health Record Using Natural Language Processing and Machine Learning

CONTEXT: Goals-of-care discussions are an important quality metric in palliative care. However, goals-of-care discussions are often documented as free text in diverse locations. It is difficult to identify these discussions in the electronic health record (EHR) efficiently. OBJECTIVES: To develop, t...

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Detalhes bibliográficos
Publicado no:J Pain Symptom Manage
Main Authors: Lee, Robert Y., Brumback, Lyndia C., Lober, William B., Sibley, James, Nielsen, Elizabeth L., Treece, Patsy D., Kross, Erin K., Loggers, Elizabeth T., Fausto, James A., Lindvall, Charlotta, Engelberg, Ruth A., Curtis, J. Randall
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7769906/
https://ncbi.nlm.nih.gov/pubmed/32858164
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jpainsymman.2020.08.024
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