0348 Utility of Large Language Models for Extracting Sleep Apnea Specific Symptoms and Major Adverse Cardiovascular Events from Electronic Health Records
Research paper by Nagharjun Mathi Mariappan and collaborators, published 2026 in SLEEP. Research area: Machine Learning in Healthcare.
Resource information
- Authors
- Nagharjun Mathi Mariappan, Sajila Wickramaratne, Zachary Roberts, Li Zhou, Yutong Dong, Korey Kam, Thomas Tolbert, Andrew W. Varga, Indu A. Ayappa, David Rapoport, Ankit Parekh
- Research area
- Machine Learning in Healthcare
- Application domain
- Healthcare
- AI methods
- Large language models, Transformers, Natural language processing
- Research topics
- Machine Learning in Healthcare, Biomedical Text Mining and Ontologies, Topic Modeling
- Publication date
- 2026-05-01
- Publication
- SLEEP
- DOI
- 10.1093/sleep/zsag091.0348
- Citations
- 1
- Last record update
- Nov 4, 2026