Journal article
Evaluation of a BERT Natural Language Processing Model for Automating CT and MRI Triage and Protocol Selection
Abstract
Purpose: To evaluate the accuracy of a Bidirectional Encoder Representations for Transformers (BERT) Natural Language Processing (NLP) model for automating triage and protocol selection of cross-sectional image requisitions. Methods: A retrospective study was completed using 222 392 CT and MRI studies from a single Canadian university hospital database (January 2018-September 2022). Three hundred unique protocols (116 CT and 184 MRI) were …
Authors
Yao J; Alabousi A; Mironov O
Journal
Canadian Association of Radiologists Journal, Vol. 76, No. 2, pp. 265–272
Publisher
SAGE Publications
Publication Date
May 2025
DOI
10.1177/08465371241255895
ISSN
0846-5371