Impact of an artificial intelligence–driven triage system on workflow and transfer efficiency: stratified analysis of 4548 admissions to four thrombectomy hubs receiving transfers from sixty spokes

Implementation of an AI-enabled triage platform was associated with significant reductions in workflow times and increased EVT utilisation, with effects specific to AI-enabled spokes rather than secular trends alone. The proportion of transfers who did not proceed to EVT decreased in AI-enabled spokes, though counterfactual outcomes for non-transferred patients remain unknown. Clinical outcomes at discharge were unchanged.

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Publication Details

Journal
Journal of Neurology Neurosurgery & Psychiatry
Published
2026-03-27
DOI
https://doi.org/10.1136/jnnp-2025-337903
Primary Topic
Acute Ischemic Stroke Management
Type
article
Field-Weighted Citation Impact
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article

Impact of an artificial intelligence–driven triage system on workflow and transfer efficiency: stratified analysis of 4548 admissions to four thrombectomy hubs receiving transfers from sixty spokes

C. Romero, R. Nogueira, Mark D. Starr, Cynthia L. Kenmuir et al.
Journal of Neurology Neurosurgery & Psychiatry
Acute Ischemic Stroke Management
article

Impact of an artificial intelligence–driven triage system on workflow and transfer efficiency: stratified analysis of 4548 admissions to four thrombectomy hubs receiving transfers from sixty spokes

C. Romero, R. Nogueira, Mark D. Starr, Cynthia L. Kenmuir, Marcelo Cristiano Rocha, Alhamza Al-Bayati, Mohamed F Doheim, Nirav R Bhatt, Abdullah Sultany, Stephanie Henry
article en

Abstract

Implementation of an AI-enabled triage platform was associated with significant reductions in workflow times and increased EVT utilisation, with effects specific to AI-enabled spokes rather than secular trends alone. The proportion of transfers who did not proceed to EVT decreased in AI-enabled spokes, though counterfactual outcomes for non-transferred patients remain unknown. Clinical outcomes at discharge were unchanged.

Journal of Neurology Neurosurgery & Psychiatry
University of Pittsburgh (US), University of Pittsburgh Medical Center (US)
Openalex Percentile: Top 6%
Acute Ischemic Stroke Management
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