Performance of the artificial intelligence-based Swiss medical assessment system versus Manchester triage system in the emergency department: A retrospective analysis

In this study of patients presenting to a large tertiary-care emergency department, SMASS demonstrated considerable discrepancies in triage classification compared to MTS, with significant rates of both over- and undertriage. Further validation is necessary before integrating AI-based triage tools into routine clinical practice.

Authors

Institutions

Publication Details

Journal
The American Journal of Emergency Medicine
Published
2025-04-19
DOI
https://doi.org/10.1016/j.ajem.2025.04.023
Citations
1
Primary Topic
Emergency and Acute Care Studies
Type
article
Field-Weighted Citation Impact
2.25
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Performance of the artificial intelligence-based Swiss medical assessment system versus Manchester triage system in the emergency department: A retrospective analysis

Svenja Ravioli, Gregor Lindner
1 citations
The American Journal of Emergency Medicine
Emergency and Acute Care Studies
2.25
article

Performance of the artificial intelligence-based Swiss medical assessment system versus Manchester triage system in the emergency department: A retrospective analysis

Svenja Ravioli, Gregor Lindner
article en
1 citations

Abstract

In this study of patients presenting to a large tertiary-care emergency department, SMASS demonstrated considerable discrepancies in triage classification compared to MTS, with significant rates of both over- and undertriage. Further validation is necessary before integrating AI-based triage tools into routine clinical practice.

The American Journal of Emergency MedicineVol. 94
Johannes Kepler University of Linz (AT), Kepler Universitätsklinikum (AT)
Openalex Percentile: Top 15%
Emergency and Acute Care Studies
2.25
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.