Using Machine Learning Technique in Managing Emergency Triage Flow
The machine learning model achieved higher accuracy and lower mis-triage rates than the standard nursing triage system. Thus, the proposed machine learning model can be a helpful tool for emergency department triage, enabling more efficient and accurate patient management.
Authors
- Mohammed Almulhim
- Dina A. Alabbad (ORCID: https://orcid.org/0000-0001-7624-8924)
- Dunya Alfaraj (ORCID: https://orcid.org/0000-0002-7798-1885)
- Saud A AlShehri
- Mubarak A AlKhudair (ORCID: https://orcid.org/0000-0002-6819-6260)
- Faisal A Alghamdi
Institutions
- Imam Abdulrahman Bin Faisal University (SA)
Publication Details
- Journal
- Acta Informatica Medica
- Published
- 2025-01-01
- DOI
- https://doi.org/10.5455/aim.2025.33.152-157
- Primary Topic
- COVID-19 diagnosis using AI
- Type
- article
- Field-Weighted Citation Impact
- 0.00