在低收入和中等收入国家的医院前急诊系统中使用人工智能:一个范围审查
Odhran Mallon1,2,3, Freddy Lippert2,4, Willem Stassen5
1Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, Netherlands.
Frontiers in public health
|July 7, 2025
概括
人工智能 (AI) 越来越多地用于低收入和中等收入国家 (LMICs) 的医院前急诊护理. 机器学习算法显示出前景,但特定的数据和研究对未来的发展至关重要.
科学领域:
- 紧急医疗 紧急医疗
- 医疗保健中的人工智能
- 全球健康 全球健康
背景情况:
- 医院前紧急护理的改进可以改变全球患者的治疗结果,特别是在低收入和中等收入国家 (LMICs).
- 关于人工智能 (AI) 在医院前紧急医疗服务 (EMS) 中的应用知识有限.
研究的目的:
- 在LMIC中对AI在医院前EMS的当前使用进行范围审查.
- 评估人工智能在医院前护理对LMIC未来发展的影响.
主要方法:
- 对LMICs在医院前急诊护理中人工智能的同行评审文章进行系统审查.
- 搜索了Medline,全球健康,Embase,CINAHL和科学网络 (2014年1月至2024年7月).
- 根据PRISMA-ScR指南进行数据提取,整理和叙事合成.
主要成果:
- 包括16篇文章,主要来自中国,其中使用深度学习模型的一半.
- 发送预测是最常见的应用,除了分类和疾病预测.
- 机器学习算法通常优于其他方法.
结论:
- 人工智能为非医院患者护理提供了显著的好处.
- 在LMICs的未来人工智能开发需要考虑当地背景,挑战和特定人口的数据.
- 进一步的研究对于在医院前护理中推进人工智能和支持全民健康覆盖是必不可少的.
相关概念视频
Issues And Trends In Healthcare Delivery System
5.9K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.9K
Cardiopulmonary Resuscitation III: AED Use
73
Introduction to AEDAn Automated External Defibrillator (AED) is a portable medical device that analyzes the heart's rhythm and, if necessary, delivers an electrical shock to help the heart re-establish an effective rhythm during sudden cardiac arrest (SCA). SCA occurs when the heart suddenly and unexpectedly stops beating, leading to a loss of blood flow to the brain and other vital organs. In such emergencies, time is of the essence, and using an AED, combined with Cardiopulmonary...
73
Health Information Technology and Healthcare Information System
933
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
933
Current Trends in Nursing II
1.4K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
1.4K
Cardiopulmonary Resuscitation II: ACLS Airway Management
109
Airway management is a key skill in emergency and critical care settings, as maintaining a clear airway is essential for adequate oxygenation and ventilation.Head Tilt-Chin Lift TechniqueThe head tilt-chin lift maneuver is an essential technique primarily used in patients without suspected cervical spine injuries. To perform this maneuver, one hand is placed on the patient’s forehead, and gentle pressure is applied backward to tilt the head. The fingertips of the other hand are positioned...
109
Methods Of Healthcare Delivery System
3.5K
At the different levels of the healthcare system, we see varying methods of healthcare used. These methods include managed care systems, case management, and primary healthcare.
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
3.5K


