± HEALTH The significant advancements in applying artificial intelligence (AI) to healthcare decision-making, medical…− CLIMATE Abstract Deep learning workloads have experienced rapid growth which has resulted in higher energy consumptio…− EDUCATION Generative artificial intelligence (Gen AI) has taken the academic world by storm. This G.I.F.T.S. paper argu…± HEALTH Spontaneous intracerebral hemorrhage (ICH) is a highly lethal and disabling form of stroke, in which hematoma…− HEALTH Aim To explore the notion of post-humanism and the impact of artificial intelligence (AI) on society, nursing…± EDUCATION Aim To examine nursing academics' perceptions and experiences of artificial intelligence (AI) integration in…+ CRIME Riverbank erosion is a catastrophic geomorphological hazard that poses severe ecological and socio-economic c…+ HEALTH Immunotherapy resistance in lung adenocarcinoma (LUAD) remains a critical clinical challenge, and the mechani…

± HEALTH The significant advancements in applying artificial intelligence (AI) to healthcare decision-making, medical…− CLIMATE Abstract Deep learning workloads have experienced rapid growth which has resulted in higher energy consumptio…− EDUCATION Generative artificial intelligence (Gen AI) has taken the academic world by storm. This G.I.F.T.S. paper argu…± HEALTH Spontaneous intracerebral hemorrhage (ICH) is a highly lethal and disabling form of stroke, in which hematoma…− HEALTH Aim To explore the notion of post-humanism and the impact of artificial intelligence (AI) on society, nursing…± EDUCATION Aim To examine nursing academics' perceptions and experiences of artificial intelligence (AI) integration in…+ CRIME Riverbank erosion is a catastrophic geomorphological hazard that poses severe ecological and socio-economic c…+ HEALTH Immunotherapy resistance in lung adenocarcinoma (LUAD) remains a critical clinical challenge, and the mechani…

Health·General·Published 2026-07-11

Clinical Impact of Artificial Intelligence-Based Triage Systems in Emergency Departments: A Systematic Review

Abstract: Emergency departments (EDs) worldwide face increasing pressure to optimize triage processes amidst rising patient volumes and resource constraints. Artificial intelligence (AI) has emerged as a potential solution to enhance triage accuracy and efficiency, yet its real-world clinical impact remains inadequately characterized. We conducted a systematic review following Preferred Reporting Items f...

TRV-2026-0018Peer-reviewedPermanent record — cite & verify

Clinical Impact of Artificial Intelligence-Based Triage Systems in Emergency Departments: A Systematic Review

"Scrub the hub, St Francis Hospital, emergency room set up, Federal Way, Washington, USA" by Wonderlane is licensed under CC BY 2.0. To view a copy of this license, visit https://creativecommons.org/licenses/by/2.0/.

The quick read

Emergency departments (EDs) worldwide face increasing pressure to optimize triage processes amidst rising patient volumes and resource constraints. Artificial intelligence (AI) has emerged as a potential solution to enhance triage accuracy and efficiency, yet its real-world clinical impact remains inadequately characterized.

We conducted a systematic review following Preferred Reporting Items f...

Gain

Emergency departments (EDs) worldwide face increasing pressure to optimize triage processes amidst rising patient volumes and resource constraints. Artificial intelligence (AI) has emerged as a potential solution to enhance triage accuracy and efficiency, yet its real-world clinical impact remains inadequately characterized. We conducted a systematic review following Preferred Reporting Items f...

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Peer-reviewedCureus2025-06-01

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