Life events extraction from healthcare notes for veteran acute suicide risk prediction
NLP integration into predictive models may help improve clinician decision support. Future work is necessary to better define and integrate these and other potential LE.
Authors
- Sayera Dhaubhadel
- Silvia Crivelli (ORCID: https://orcid.org/0000-0003-1919-1890)
- Destinee Morrow (ORCID: https://orcid.org/0000-0002-5832-4820)
- VA Million Veteran Program
- Benjamin H McMahon
- Rafael Zamora-Resendiz
- Nathan A Kimbrel
- Jean C Beckham
Institutions
- Los Alamos National Laboratory (US)
- Lawrence Berkeley National Laboratory (US)
- Duke University (US)
- Durham VA Health Care System (US)
Publication Details
- Journal
- Journal of the American Medical Informatics Association
- Published
- 2025-11-04
- DOI
- https://doi.org/10.1093/jamia/ocaf197
- Citations
- 1
- Primary Topic
- Mental Health via Writing
- Type
- article
- Field-Weighted Citation Impact
- 2.44