A Comparison of Natural Language Processing Methods for the Classification of Lumbar Spine Imaging Findings Related to Lower Back Pain-Reference-Cited by-同舟云学术

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A Comparison of Natural Language Processing Methods for the Classification of Lumbar Spine Imaging Findings Related to Lower Back Pain

Published:2021-12 Issue: Volume: Page:
ISSN:1076-6332
Container-title:Academic Radiology
language:en
Short-container-title:Academic Radiology

Author:

Jujjavarapu Chethan^ORCID,Pejaver Vikas,Cohen Trevor A.,Mooney Sean D.,Heagerty Patrick J.,Jarvik Jeffrey G.

Funder

University of Washington

NIH Common Fund

National Institutes of Health

National Institute of Arthritis and Musculoskeletal and Skin Diseases

National Center for Advancing Translational Sciences

U.S. National Library of Medicine

Publisher

Elsevier BV

Subject

Radiology, Nuclear Medicine and imaging

Reference37 articles.

1. Diagnosis and treatment of low back pain;Koes;BMJ,2006

2. What can the history and physical examination tell us about low back pain?;Deyo;JAMA,1992

3. Comparison of natural language processing rules-based and machine-learning systems to identify lumbar spine imaging findings related to low back pain;Tan;Acad Radiol,2018

4. The Longitudinal Assessment of Imaging and Disability of the Back (LAIDBack) study: baseline data;Jarvik;Spine,2001

5. Three-year incidence of low back pain in an initially asymptomatic cohort: clinical and imaging risk factors;Jarvik;Spine,2005

Cited by 6 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Applications of Artificial Intelligence and Machine Learning in Spine MRI;Bioengineering;2024-09-05

2. Development of a Machine Learning Algorithm to Correlate Lumbar Disc Height on X-rays with Disc Bulging or Herniation;Diagnostics;2024-01-06

3. Upright Tomosynthesis of the Lumbar Spine;Academic Radiology;2023-09

4. Transformer versus traditional natural language processing: how much data is enough for automated radiology report classification?;The British Journal of Radiology;2023-09

5. Using Natural Language Processing to Identify Low Back Pain in Imaging Reports;Applied Sciences;2022-12-07

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