The natural language processing of radiology requests and reports of chest imaging: Comparing five transformer models' multilabel classification and a proof-of-concept study.

Olthof, Allard W; van Ooijen, Peter Ma; Cornelissen, Ludo J

Olthof, Allard W; van Ooijen, Peter Ma; Cornelissen, Ludo J.

Olthof AW; Department of Radiology, 1154Hospital Group Twente, Almelo, Netherlands.
van Ooijen PM; Department of Radiation Oncology, 10173University Medical Center Groningen, Netherlands.
Cornelissen LJ; Data Science Center in Health (DASH), 10173University Medical Center Groningen, Netherlands.

Health Informatics J ; 28(4): 14604582221131198, 2022.

Article en En | MEDLINE | ID: mdl-36227062

Asunto(s)

COVID-19; Radiología; COVID-19/diagnóstico por imagen; Humanos; Procesamiento de Lenguaje Natural; Informe de Investigación; Estudios Retrospectivos

Palabras clave

chest imaging; data mining; machine learning; natural language processing; radiology

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Radiología / COVID-19 Tipo de estudio: Observational_studies / Prognostic_studies Límite: Humans Idioma: En Año: 2022 Tipo del documento: Article

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