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AJNR Awards, New Junior Editors, and more. Read the latest AJNR updates

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.)
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  • 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.)
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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.)
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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.)
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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.)
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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.)
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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.)
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T.M. Leslie-Mazwi
bNeurology and Neurosurgery (T.M.L.-M.), Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
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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.)
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Article Information

vol. 42 no. 3 429-434
DOI 
https://doi.org/10.3174/ajnr.A6961
PubMed 
33334851

Published By 
American Journal of Neuroradiology
Print ISSN 
0195-6108
Online ISSN 
1936-959X
History 
  • Received June 20, 2020
  • Accepted after revision October 26, 2020
  • Published online March 15, 2021.

Article Versions

  • Latest version (December 17, 2020 - 07:38).
  • Latest version (January 14, 2021 - 06:38).
  • You are viewing the most recent version of this article.
Copyright & Usage 
© 2021 by American Journal of Neuroradiology Indicates open access to non-subscribers at www.ajnr.org

Author Information

  1. M.D. Lia,
  2. M. Langa,
  3. F. Denga,
  4. K. Changa,
  5. K. Bucha,
  6. S. Rincona,
  7. W.A. Mehana,
  8. T.M. Leslie-Mazwib and
  9. J. Kalpathy-Cramera
  1. aFrom the Departments of Radiology (M.D.L., M.L., F.D., K.C., K.B., S.R., W.A.M., J.K.-C.)
  2. bNeurology and Neurosurgery (T.M.L.-M.), Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
  1. Please address correspondence to Matthew D. Li, MD, Department of Radiology, Massachusetts General Hospital, Mass General Brigham, Harvard Medical School, 55 Fruit St, Boston, MA 02114; e-mail: mdli{at}mgh.harvard.edu
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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

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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
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    Radiology 2024 311 1
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    Mohammed Ali Al-Garadi, Yuan-Chi Yang, Abeed Sarker
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  • Natural Language Processing of Radiology Reports to Detect Complications of Ischemic Stroke
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  • Transformer versus traditional natural language processing: how much data is enough for automated radiology report classification?
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    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
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