Using Natural Language Processing to Identify Low Back Pain in Imaging Reports

A natural language processing (NLP) pipeline was developed to identify lumbar spine imaging findings associated with low back pain (LBP) in X-radiation (X-ray), computed tomography (CT), and magnetic resonance imaging (MRI) reports. A total of 18,640 report datasets were randomly sampled (stratified...

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Bibliographic Details
Main Authors: Yeji Kim, Chanyoung Song, Gyuseon Song, Sol Bi Kim, Hyun-Wook Han, Inbo Han
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/24/12521