Development and Validation of a Discharge Disposition Prediction Model in Injured Adults
We created a stacked ensemble model that predicts discharge disposition for adults outside of the extremes of age with injuries within 24 h of admission. Further validation is warranted to show the potential benefits of this model for planning and patient and family guidance.
Authors
- Sebastian Boland (ORCID: https://orcid.org/0000-0001-8350-7357)
- Jamison Beiriger
- Joshua B. Brown (ORCID: https://orcid.org/0000-0002-6936-035X)
- Tamara Byrd
- David Silver (ORCID: https://orcid.org/0000-0002-8973-6035)
- Liling Lu
Institutions
- University of Pittsburgh Medical Center (US)
Publication Details
- Journal
- Journal of Surgical Research
- Published
- 2025-03-15
- DOI
- https://doi.org/10.1016/j.jss.2025.02.017
- Primary Topic
- Emergency and Acute Care Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Institutes of Health
- National Institute of General Medical Sciences