Improving case duration accuracy of orthopedic surgery using bidirectional encoder representations from Transformers (BERT) on Radiology Reports.

Zhong, William; Yao, Phil Y; Boppana, Sri Harsha; Pacheco, Fernanda V; Alexander, Brenton S; Simpson, Sierra; Gabriel, Rodney A

Zhong, William; Yao, Phil Y; Boppana, Sri Harsha; Pacheco, Fernanda V; Alexander, Brenton S; Simpson, Sierra; Gabriel, Rodney A.

Afiliação

Zhong W; Division of Perioperative Informatics, Department of Anesthesiology, University of California, La Jolla, San Diego, CA, USA.
Yao PY; Division of Perioperative Informatics, Department of Anesthesiology, University of California, La Jolla, San Diego, CA, USA.
Boppana SH; Division of Perioperative Informatics, Department of Anesthesiology, University of California, La Jolla, San Diego, CA, USA.
Pacheco FV; School of Medicine, University of California, La Jolla, San Diego, CA, USA.
Alexander BS; Division of Perioperative Informatics, Department of Anesthesiology, University of California, La Jolla, San Diego, CA, USA.
Simpson S; Division of Perioperative Informatics, Department of Anesthesiology, University of California, La Jolla, San Diego, CA, USA.
Gabriel RA; Division of Perioperative Informatics, Department of Anesthesiology, University of California, La Jolla, San Diego, CA, USA. ragabriel@health.ucsd.edu.

J Clin Monit Comput ; 38(1): 221-228, 2024 Feb.

Article em En | MEDLINE | ID: mdl-37695448

Assuntos

Procedimentos Ortopédicos; Radiologia; Humanos; Redes Neurais de Computação; Aprendizado de Máquina; Salas Cirúrgicas

Palavras-chave

Machine learning; Natural language processing; Operating room; Orthopedic surgery

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Radiologia / Procedimentos Ortopédicos Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: J Clin Monit Comput Assunto da revista: INFORMATICA MEDICA / MEDICINA Ano de publicação: 2024 Tipo de documento: Article País de afiliação: Estados Unidos

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