Published on in Vol 9, No 5 (2021): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/24381, first published .
Automating Stroke Data Extraction From Free-Text Radiology Reports Using Natural Language Processing: Instrument Validation Study

Automating Stroke Data Extraction From Free-Text Radiology Reports Using Natural Language Processing: Instrument Validation Study

Automating Stroke Data Extraction From Free-Text Radiology Reports Using Natural Language Processing: Instrument Validation Study

Amy Y X Yu   1 , MD ;   Zhongyu A Liu   1 , MD ;   Chloe Pou-Prom   2 , MSc ;   Kaitlyn Lopes   1 , BSc ;   Moira K Kapral   3 , MD ;   Richard I Aviv   4 , MBChB ;   Muhammad Mamdani   5 , MA, MPH, PharmD

1 Department of Medicine (Neurology), University of Toronto – Sunnybrook Health Sciences Centre, Toronto, ON, Canada

2 Unity Health Toronto, Toronto, ON, Canada

3 Department of Medicine (General Internal Medicine), University of Toronto – University Health Network, Toronto, ON, Canada

4 Department of Radiology, Division of Neuroradiology, University of Ottawa, Ottawa, ON, Canada

5 Department of Medicine, Unity Health Toronto, University of Toronto, Toronto, ON, Canada

Corresponding Author:

  • Amy Y X Yu, MD
  • Department of Medicine (Neurology)
  • University of Toronto – Sunnybrook Health Sciences Centre
  • 2075 Bayview Avenue
  • Toronto, ON, M4N 3M5
  • Canada
  • Phone: 1 416-480-6100 ext 4866
  • Fax: 1 416-480-5753
  • Email: amyyx.yu@utoronto.ca