Skip to main content
Advertisement

Main menu

  • Home
  • Content
    • Current Issue
    • Accepted Manuscripts
    • Article Preview
    • Past Issue Archive
    • AJNR Case Collection
    • Case of the Week Archive
    • Classic Case Archive
    • Case of the Month Archive
  • Special Collections
    • Spinal CSF Leak Articles (Jan 2020-June 2024)
    • 2024 AJNR Journal Awards
    • Most Impactful AJNR Articles
  • Multimedia
    • AJNR Podcast
    • AJNR Scantastics
    • Video Articles
  • For Authors
    • Submit a Manuscript
    • Author Policies
    • Fast publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Manuscript Submission Guidelines
    • Imaging Protocol Submission
    • Submit a Case for the Case Collection
  • About Us
    • About AJNR
    • Editorial Board
  • More
    • Become a Reviewer/Academy of Reviewers
    • Subscribers
    • Permissions
    • Alerts
    • Feedback
    • Advertisers
    • ASNR Home
  • Other Publications
    • ajnr

User menu

  • Alerts
  • Log in

Search

  • Advanced search
American Journal of Neuroradiology
American Journal of Neuroradiology

American Journal of Neuroradiology

ASHNR American Society of Functional Neuroradiology ASHNR American Society of Pediatric Neuroradiology ASSR
  • Alerts
  • Log in

Advanced Search

  • Home
  • Content
    • Current Issue
    • Accepted Manuscripts
    • Article Preview
    • Past Issue Archive
    • AJNR Case Collection
    • Case of the Week Archive
    • Classic Case Archive
    • Case of the Month Archive
  • Special Collections
    • Spinal CSF Leak Articles (Jan 2020-June 2024)
    • 2024 AJNR Journal Awards
    • Most Impactful AJNR Articles
  • Multimedia
    • AJNR Podcast
    • AJNR Scantastics
    • Video Articles
  • For Authors
    • Submit a Manuscript
    • Author Policies
    • Fast publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Manuscript Submission Guidelines
    • Imaging Protocol Submission
    • Submit a Case for the Case Collection
  • About Us
    • About AJNR
    • Editorial Board
  • More
    • Become a Reviewer/Academy of Reviewers
    • Subscribers
    • Permissions
    • Alerts
    • Feedback
    • Advertisers
    • ASNR Home
  • Follow AJNR on Twitter
  • Visit AJNR on Facebook
  • Follow AJNR on Instagram
  • Join AJNR on LinkedIn
  • RSS Feeds

Welcome to the new AJNR, Updated Hall of Fame, and more. Read the full announcements.


AJNR is seeking candidates for the position of Associate Section Editor, AJNR Case Collection. Read the full announcement.

 

Getting new auth cookie, if you see this message a lot, tell someone!
Research ArticleAdult Brain
Open Access

Analysis of Stroke Detection during the COVID-19 Pandemic Using Natural Language Processing of Radiology Reports

M.D. Li, M. Lang, F. Deng, K. Chang, K. Buch, S. Rincon, W.A. Mehan, T.M. Leslie-Mazwi and J. Kalpathy-Cramer
American Journal of Neuroradiology March 2021, 42 (3) 429-434; DOI: https://doi.org/10.3174/ajnr.A6961
M.D. Li
aFrom the Departments of Radiology (M.D.L., M.L., F.D., K.C., K.B., S.R., W.A.M., J.K.-C.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for M.D. Li
M. Lang
aFrom the Departments of Radiology (M.D.L., M.L., F.D., K.C., K.B., S.R., W.A.M., J.K.-C.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for M. Lang
F. Deng
aFrom the Departments of Radiology (M.D.L., M.L., F.D., K.C., K.B., S.R., W.A.M., J.K.-C.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for F. Deng
K. Chang
aFrom the Departments of Radiology (M.D.L., M.L., F.D., K.C., K.B., S.R., W.A.M., J.K.-C.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for K. Chang
K. Buch
aFrom the Departments of Radiology (M.D.L., M.L., F.D., K.C., K.B., S.R., W.A.M., J.K.-C.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for K. Buch
S. Rincon
aFrom the Departments of Radiology (M.D.L., M.L., F.D., K.C., K.B., S.R., W.A.M., J.K.-C.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for S. Rincon
W.A. Mehan
aFrom the Departments of Radiology (M.D.L., M.L., F.D., K.C., K.B., S.R., W.A.M., J.K.-C.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for W.A. Mehan
T.M. Leslie-Mazwi
bNeurology and Neurosurgery (T.M.L.-M.), Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for T.M. Leslie-Mazwi
J. Kalpathy-Cramer
aFrom the Departments of Radiology (M.D.L., M.L., F.D., K.C., K.B., S.R., W.A.M., J.K.-C.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for J. Kalpathy-Cramer
  • Article
  • Figures & Data
  • Supplemental
  • Info & Metrics
  • Responses
  • References
  • PDF
Loading
Submit a Response to This Article
Compose eLetter

More information about text formats

Plain text

  • No HTML tags allowed.
  • Web page addresses and e-mail addresses turn into links automatically.
  • Lines and paragraphs break automatically.
Author Information
First or given name, e.g. 'Peter'.
Your last, or family, name, e.g. 'MacMoody'.
Your email address, e.g. higgs-boson@gmail.com
Your role and/or occupation, e.g. 'Orthopedic Surgeon'.
Your organization or institution (if applicable), e.g. 'Royal Free Hospital'.
Statement of Competing Interests

Vertical Tabs

Jump to comment:

No eLetters have been published for this article.
PreviousNext
Back to top

In this issue

American Journal of Neuroradiology: 42 (3)
American Journal of Neuroradiology
Vol. 42, Issue 3
1 Mar 2021
  • Table of Contents
  • Index by author
  • Complete Issue (PDF)
Advertisement
Print
Download PDF
Email Article

Thank you for your interest in spreading the word on American Journal of Neuroradiology.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Analysis of Stroke Detection during the COVID-19 Pandemic Using Natural Language Processing of Radiology Reports
(Your Name) has sent you a message from American Journal of Neuroradiology
(Your Name) thought you would like to see the American Journal of Neuroradiology web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Cite this article
M.D. Li, M. Lang, F. Deng, K. Chang, K. Buch, S. Rincon, W.A. Mehan, T.M. Leslie-Mazwi, J. Kalpathy-Cramer
Analysis of Stroke Detection during the COVID-19 Pandemic Using Natural Language Processing of Radiology Reports
American Journal of Neuroradiology Mar 2021, 42 (3) 429-434; DOI: 10.3174/ajnr.A6961

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
0 Responses
Respond to this article
Share
Bookmark this article
Analysis of Stroke Detection during the COVID-19 Pandemic Using Natural Language Processing of Radiology Reports
M.D. Li, M. Lang, F. Deng, K. Chang, K. Buch, S. Rincon, W.A. Mehan, T.M. Leslie-Mazwi, J. Kalpathy-Cramer
American Journal of Neuroradiology Mar 2021, 42 (3) 429-434; DOI: 10.3174/ajnr.A6961
del.icio.us logo Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One
Purchase

Jump to section

  • Article
    • Abstract
    • ABBREVIATIONS:
    • MATERIALS AND METHODS
    • RESULTS
    • DISCUSSION
    • CONCLUSIONS
    • Footnotes
    • References
  • Figures & Data
  • Supplemental
  • Info & Metrics
  • Responses
  • References
  • PDF

Related Articles

  • PubMed
  • Google Scholar

Cited By...

  • No citing articles found.
  • Crossref (26)
  • Google Scholar

This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

  • Construction of nanomaterials as contrast agents or probes for glioma imaging
    Wei Zhao, Xiangrong Yu, Shaojun Peng, Yu Luo, Jingchao Li, Ligong Lu
    Journal of Nanobiotechnology 2021 19 1
  • Natural language processing in clinical neuroscience and psychiatry: A review
    Claudio Crema, Giuseppe Attardi, Daniele Sartiano, Alberto Redolfi
    Frontiers in Psychiatry 2022 13
  • Data Extraction from Free-Text Reports on Mechanical Thrombectomy in Acute Ischemic Stroke Using ChatGPT: A Retrospective Analysis
    Nils C. Lehnen, Franziska Dorn, Isabella C. Wiest, Hanna Zimmermann, Alexander Radbruch, Jakob Nikolas Kather, Daniel Paech
    Radiology 2024 311 1
  • Natural Language Processing in Radiology: Update on Clinical Applications
    Pilar López-Úbeda, Teodoro Martín-Noguerol, Krishna Juluru, Antonio Luna
    Journal of the American College of Radiology 2022 19 11
  • Applications of natural language processing in radiology: A systematic review
    Nathaniel Linna, Charles E. Kahn
    International Journal of Medical Informatics 2022 163
  • The Role of Natural Language Processing during the COVID-19 Pandemic: Health Applications, Opportunities, and Challenges
    Mohammed Ali Al-Garadi, Yuan-Chi Yang, Abeed Sarker
    Healthcare 2022 10 11
  • Complication and Sequelae of COVID-19: What Should We Pay Attention to in the Post-Epidemic Era
    Keda Yang, Guangfu Wen, Jinpeng Wang, Siming Zhou, Wacili Da, Yan Meng, Yuchuan Xue, Lin Tao
    Frontiers in Immunology 2021 12
  • Natural Language Processing of Radiology Reports to Detect Complications of Ischemic Stroke
    Matthew I. Miller, Agni Orfanoudaki, Michael Cronin, Hanife Saglam, Ivy So Yeon Kim, Oluwafemi Balogun, Maria Tzalidi, Kyriakos Vasilopoulos, Georgia Fanaropoulou, Nina M. Fanaropoulou, Jack Kalin, Meghan Hutch, Brenton R. Prescott, Benjamin Brush, Emelia J. Benjamin, Min Shin, Asim Mian, David M. Greer, Stelios M. Smirnakis, Charlene J. Ong
    Neurocritical Care 2022 37 S2
  • Transformer versus traditional natural language processing: how much data is enough for automated radiology report classification?
    Eric Yang, Matthew D Li, Shruti Raghavan, Francis Deng, Min Lang, Marc D Succi, Ambrose J Huang, Jayashree Kalpathy-Cramer
    The British Journal of Radiology 2023 96 1149
  • Development and Validation of a Model to Identify Critical Brain Injuries Using Natural Language Processing of Text Computed Tomography Reports
    Victor M. Torres-Lopez, Grace E. Rovenolt, Angelo J. Olcese, Gabriella E. Garcia, Sarah M. Chacko, Amber Robinson, Edward Gaiser, Julian Acosta, Alison L. Herman, Lindsey R. Kuohn, Megan Leary, Alexandria L. Soto, Qiang Zhang, Safoora Fatima, Guido J. Falcone, Seyedmehdi Payabvash, Richa Sharma, Aaron F. Struck, Kevin N. Sheth, M. Brandon Westover, Jennifer A. Kim
    JAMA Network Open 2022 5 8

More in this TOC Section

  • Diagnostic Neuroradiology of Monoclonal Antibodies
  • Segmentation of Brain Metastases with BLAST
  • NCCT vs. MRI for Brain Atrophy in Acute Stroke
Show more Adult Brain

Similar Articles

Advertisement

Indexed Content

  • Current Issue
  • Accepted Manuscripts
  • Article Preview
  • Past Issues
  • Editorials
  • Editors Choice
  • Fellow Journal Club
  • Letters to the Editor

Cases

  • Case Collection
  • Archive - Case of the Week
  • Archive - Case of the Month
  • Archive - Classic Case

Special Collections

  • Special Collections

Resources

  • News and Updates
  • Turn around Times
  • Submit a Manuscript
  • Author Policies
  • Manuscript Submission Guidelines
  • Evidence-Based Medicine Level Guide
  • Publishing Checklists
  • Graphical Abstract Preparation
  • Imaging Protocol Submission
  • Submit a Case
  • Become a Reviewer/Academy of Reviewers
  • Get Peer Review Credit from Publons

Multimedia

  • AJNR Podcast
  • AJNR SCANtastic
  • Video Articles

About Us

  • About AJNR
  • Editorial Board
  • Not an AJNR Subscriber? Join Now
  • Alerts
  • Feedback
  • Advertise with us
  • Librarian Resources
  • Permissions
  • Terms and Conditions

American Society of Neuroradiology

  • Not an ASNR Member? Join Now

© 2025 by the American Society of Neuroradiology All rights, including for text and data mining, AI training, and similar technologies, are reserved.
Print ISSN: 0195-6108 Online ISSN: 1936-959X

Powered by HighWire