Opal: an implementation science tool for machine learning clinical decision support in anesthesia.

Bishara, Andrew; Wong, Andrew; Wang, Linshanshan; Chopra, Manu; Fan, Wudi; Lin, Alan; Fong, Nicholas; Palacharla, Aditya; Spinner, Jon; Armstrong, Rachelle; Pletcher, Mark J; Lituiev, Dmytro; Hadley, Dexter; Butte, Atul

Bishara, Andrew; Wong, Andrew; Wang, Linshanshan; Chopra, Manu; Fan, Wudi; Lin, Alan; Fong, Nicholas; Palacharla, Aditya; Spinner, Jon; Armstrong, Rachelle; Pletcher, Mark J; Lituiev, Dmytro; Hadley, Dexter; Butte, Atul.

Afiliação

Bishara A; Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco, 550 16th St., San Francisco, CA, 94158, USA. andrew.bishara@ucsf.edu.
Wong A; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, USA. andrew.bishara@ucsf.edu.
Wang L; School of Medicine, University of California San Francisco, San Francisco, CA, USA.
Chopra M; Undergraduate Studies, University of California Berkeley, Berkeley, CA, USA.
Fan W; Undergraduate Studies, University of California Berkeley, Berkeley, CA, USA.
Lin A; Undergraduate Studies, University of California Berkeley, Berkeley, CA, USA.
Fong N; Undergraduate Studies, University of California Berkeley, Berkeley, CA, USA.
Palacharla A; Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA.
Spinner J; Undergraduate Studies, University of California Berkeley, Berkeley, CA, USA.
Armstrong R; Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco, 550 16th St., San Francisco, CA, 94158, USA.
Pletcher MJ; Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco, 550 16th St., San Francisco, CA, 94158, USA.
Lituiev D; Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA.
Hadley D; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, USA.
Butte A; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, USA.

J Clin Monit Comput ; 36(5): 1367-1377, 2022 10.

Article em En | MEDLINE | ID: mdl-34837585

Assuntos

Anestesia; Sistemas de Apoio a Decisões Clínicas; Creatinina; Humanos; Ciência da Implementação; Aprendizado de Máquina

Palavras-chave

Anesthesia information management system (AIMS); Artificial intelligence; Data organization and processing; Implementation science; Machine learning; Medical outcome monitoring and prediction

Texto completo

Adicionar na Minha BVS

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Sistemas de Apoio a Decisões Clínicas / Anestesia Tipo de estudo: Prognostic_studies / Sysrev_observational_studies Aspecto: Implementation_research Limite: Humans Idioma: En Revista: J Clin Monit Comput Assunto da revista: INFORMATICA MEDICA / MEDICINA Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Estados Unidos País de publicação: Holanda

Texto completo

Adicionar na Minha BVS

Imprimir

XML

PubMed Links

Buscar no Google