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Open Access
Peer-reviewed
Research Article
Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports
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Charlene Jennifer Ong ,
Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: cjong@bu.edu
Affiliations Boston University School of Medicine, Boston, Massachusetts, United States of America, Boston Medical Center, Boston, Massachusetts, United States of America, Harvard Medical School, Boston, Massachusetts, United States of America, Operations Research Center, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
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Agni Orfanoudaki,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Operations Research Center, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
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Rebecca Zhang,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software
Affiliation Operations Research Center, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
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Francois Pierre M. Caprasse,
Roles Formal analysis, Software
Affiliation Operations Research Center, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
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Meghan Hutch,
Roles Data curation, Funding acquisition, Supervision, Validation, Visualization
Affiliations Boston University School of Medicine, Boston, Massachusetts, United States of America, Boston Medical Center, Boston, Massachusetts, United States of America
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Liang Ma,
Roles Investigation
Affiliation Boston University School of Medicine, Boston, Massachusetts, United States of America
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Darian Fard,
Roles Investigation, Visualization, Writing – original draft
Affiliation Boston University School of Medicine, Boston, Massachusetts, United States of America
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Oluwafemi Balogun,
Roles Investigation, Project administration
Affiliations Boston University School of Medicine, Boston, Massachusetts, United States of America, Boston Medical Center, Boston, Massachusetts, United States of America
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Matthew I. Miller,
Roles Investigation
Affiliation Boston University School of Medicine, Boston, Massachusetts, United States of America
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Margaret Minnig,
Roles Investigation
Affiliation Boston University School of Medicine, Boston, Massachusetts, United States of America
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Hanife Saglam,
Roles Investigation, Project administration
Affiliation Harvard Medical School, Boston, Massachusetts, United States of America
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Brenton Prescott,
Roles Data curation, Validation, Writing – review & editing
Affiliation Boston Medical Center, Boston, Massachusetts, United States of America
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David M. Greer,
Roles Writing – original draft, Writing – review & editing
Affiliations Boston University School of Medicine, Boston, Massachusetts, United States of America, Boston Medical Center, Boston, Massachusetts, United States of America
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Stelios Smirnakis,
Roles Conceptualization, Funding acquisition, Methodology, Writing – review & editing
Affiliation Harvard Medical School, Boston, Massachusetts, United States of America
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Dimitris Bertsimas
Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing
Affiliations Operations Research Center, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America, Sloan School of Management, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
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Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports
- Charlene Jennifer Ong,
- Agni Orfanoudaki,
- Rebecca Zhang,
- Francois Pierre M. Caprasse,
- Meghan Hutch,
- Liang Ma,
- Darian Fard,
- Oluwafemi Balogun,
- Matthew I. Miller,
- Margaret Minnig
- Published: June 19, 2020
- https://doi.org/10.1371/journal.pone.0234908