Published on in Vol 2 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/42884, first published .
Extraction of Radiological Characteristics From Free-Text Imaging Reports Using Natural Language Processing Among Patients With Ischemic and Hemorrhagic Stroke: Algorithm Development and Validation

Extraction of Radiological Characteristics From Free-Text Imaging Reports Using Natural Language Processing Among Patients With Ischemic and Hemorrhagic Stroke: Algorithm Development and Validation

Extraction of Radiological Characteristics From Free-Text Imaging Reports Using Natural Language Processing Among Patients With Ischemic and Hemorrhagic Stroke: Algorithm Development and Validation

Enshuo Hsu   1, 2 , BSc, MA ;   Abdulaziz T Bako   1 , MBBS, MPH, PhD ;   Thomas Potter   1 , BSc, MSc, PhD ;   Alan P Pan   1 , BSc, MSc ;   Gavin W Britz   3, 4 , MBBCHIR, MPH, MBA ;   Jonika Tannous   1 , BA, PhD ;   Farhaan S Vahidy   1, 3, 5 , MBBS, MPH, PhD

1 Center for Health Data Science and Analytics, Houston Methodist Research Institute, Houston, TX, United States

2 School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, United States

3 Department of Neurosurgery, Houston Methodist Neurological Institute, Houston, TX, United States

4 Department of Neurology, Weill Cornell Medical College, New York, NY, United States

5 Department of Population Health Sciences, Weill Cornell Medical College, New York, NY, United States

Corresponding Author:

  • Farhaan S Vahidy, MBBS, MPH, PhD
  • Center for Health Data Science and Analytics
  • Houston Methodist Research Institute
  • 7550 Greenbriar Drive
  • Houston, TX, 77030
  • United States
  • Phone: 1 346-356-1479
  • Email: fvahidy@houstonmethodist.org