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

Allard W Olthof Peter M A van OoijenLudo J Cornelissen

Published in: Health informatics journal (2022)

Transformer-based natural language processing is feasible for the multilabel classification of chest imaging request and report items. Diagnostic yield varies with the information in the requests.

Keyphrases

high resolution
machine learning
deep learning
autism spectrum disorder
artificial intelligence
emergency department
fluorescence imaging
mass spectrometry
social media