Automated vetting of radiology referrals: exploring natural language processing and traditional machine learning approaches

BACKGROUND: With a significant increase in utilisation of computed tomography (CT), inappropriate imaging is a significant concern. Manual justification audits of radiology referrals are time-consuming and require financial resources. We aimed to retrospectively audit justification of brain CT refer...

Descripción completa

Detalles Bibliográficos
Autores principales: Potočnik, Jaka, Thomas, Edel, Killeen, Ronan, Foley, Shane, Lawlor, Aonghus, Stowe, John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2022
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352827/
https://www.ncbi.nlm.nih.gov/pubmed/35925429
http://dx.doi.org/10.1186/s13244-022-01267-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352827/
https://www.ncbi.nlm.nih.gov/pubmed/35925429
http://dx.doi.org/10.1186/s13244-022-01267-8

Ejemplares similares