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Data Science (672) Natural Language Processing (1215) Electronic Health Records (1637) Machine Learning (3012) Digital Biomarkers and Digital Phenotyping (409)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/81245, first published .
Medical documents flow into brain diagram, leading to brain health meter

Automated Prediction of Glasgow Coma Scale Scores From Unstructured Electronic Health Records Using Natural Language Processing: Development and Validation Study

Automated Prediction of Glasgow Coma Scale Scores From Unstructured Electronic Health Records Using Natural Language Processing: Development and Validation Study

Authors of this article:

Marta Fernandes1 Author Orcid Image ;   Niels Turley2 Author Orcid Image ;   Haoqi Sun2 Author Orcid Image ;   Shibani S Mukerji1 Author Orcid Image ;   Lidia M V R Moura1 Author Orcid Image ;   M Brandon Westover2 Author Orcid Image ;   Sahar F Zafar1 Author Orcid Image
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Marta Fernandes   1 , PhD ;   Niels Turley   2 , MSc ;   Haoqi Sun   2 , PhD ;   Shibani S Mukerji   1 , MD, PhD ;   Lidia M V R Moura   1 , MD, MPH, PhD ;   M Brandon Westover   2 , MD, PhD ;   Sahar F Zafar   1 , MD, MSc

1 Department of Neurology, Massachusetts General Hospital, Boston, MA, United States

2 Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, United States

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