Automated Identification of Stroke Thrombolysis Contraindications from Synthetic Clinical Notes: A Proof-of-Concept Study
Our LLM-based tool may identify stroke thrombolysis contraindications from synthetic clinical notes with high sensitivity and PPV. Future studies will validate its performance using real EMR data and integrate it into acute stroke workflows to facilitate faster and safer thrombolysis decision-making.
Authors
- Samer Albahra (ORCID: https://orcid.org/0000-0001-5184-747X)
- Bing Yu Chen (ORCID: https://orcid.org/0000-0003-4049-7528)
- Andrew Russman
- Ken Uchino (ORCID: https://orcid.org/0000-0001-9468-4172)
- Sidonie Ibrikji
- Fares Antaki (ORCID: https://orcid.org/0000-0001-6679-7276)
- Muhammad Shazam Hussain (ORCID: https://orcid.org/0000-0002-8506-7743)
- Scott Robertson
- Marco González
- Eric Aube
Institutions
- Cleveland Clinic (US)
- Cleveland Eye Clinic (US)
Publication Details
- Journal
- Cerebrovascular Diseases Extra
- Published
- 2025-03-17
- DOI
- https://doi.org/10.1159/000545317
- Citations
- 7
- Primary Topic
- Acute Ischemic Stroke Management
- Type
- article
- Field-Weighted Citation Impact
- 9.48