Progress on the application of artificial intelligence in children's emergency triage
10.3760/cma.j.issn.1673-4912.2025.04.014
- VernacularTitle:人工智能在儿童急诊分诊中的应用进展
- Author:
Chenzhong GAO
1
;
Shaodong ZHAO
1
;
Zhuo LI
1
Author Information
1. 南京医科大学附属儿童医院急诊医学科 210008
- Publication Type:Journal Article
- Keywords:
Children;
Artificial intelligence;
Emergency room;
Triage
- From:
Chinese Pediatric Emergency Medicine
2025;32(4):311-314
- CountryChina
- Language:Chinese
-
Abstract:
The number of children's emergency patients has increased in recent years，yet only a tiny proportion are in a true emergency. As a result，it is very necessary to implement a children's triage system to promptly assess the patient's health and prioritize them for emergency treatment，ensuring that critically ill patients are treated promptly and medical resources are efficiently utilized. As an emerging technology，the integration of artificial intelligence and medicine has been used in emergency care aids in the rapid and accurate assessment of the patient's condition. Machine learning-based triage models for children's emergencies have been shown to aid triage decision-making，optimize resource allocation，and reduce emergency department crowding；however，there are still issues such as a lack of data and imperfect models. In this review，we provided an overview of advancements in using artificial intelligence algorithms in children's emergency triage.
