Identification of neurological text markers associated with risk of stroke
We detected and validated neurologic text markers characteristic of stroke signs and symptoms at an ED encounter 30 days before the stroke diagnosis. The presence of these markers could be used to prompt additional neurologic evaluation to prevent delayed stroke diagnosis.
Authors
- Philip Silberman
- Anoop Mayampurath (ORCID: https://orcid.org/0000-0002-3010-6960)
- Elida Romo
- Jay Patel
- A. Rosado (ORCID: https://orcid.org/0000-0002-4175-5798)
- Jane Louise Holl (ORCID: https://orcid.org/0000-0002-2934-1672)
- Shyam Prabhakaran (ORCID: https://orcid.org/0000-0003-0724-1694)
- Ava Leigh Liberman (ORCID: https://orcid.org/0000-0003-0184-6035)
- Samantha Jankowski (ORCID: https://orcid.org/0000-0003-4744-6029)
- Matthew B. Maas (ORCID: https://orcid.org/0000-0003-1859-8357)
Institutions
- Northwestern University (US)
- University of Wisconsin–Madison (US)
- Cornell University (US)
- University of Chicago (US)
- Northwestern University (PH)
- Northwestern Medicine (US)
Publication Details
- Journal
- Journal of Stroke and Cerebrovascular Diseases
- Published
- 2025-06-11
- DOI
- https://doi.org/10.1016/j.jstrokecerebrovasdis.2025.108376
- Primary Topic
- Acute Ischemic Stroke Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00