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.

Afiliación

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 en En | MEDLINE | ID: mdl-37695448

Asunto(s)

Procedimientos Ortopédicos; Radiología; Humanos; Redes Neurales de la Computación; Aprendizaje Automático; Quirófanos

Palabras clave

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

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Radiología / Procedimientos Ortopédicos Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: J Clin Monit Comput Asunto de la revista: INFORMATICA MEDICA / MEDICINA Año: 2024 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Países Bajos

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