相关实验视频
Updated: Jan 10, 2026

06:48
Emergency Undocking in Robotic Surgery: A Simulation Curriculum
Published on: May 20, 2018
10.0K
人工智能和模拟用于医疗保健过程优化的联合应用:系统性审查.
Jaime Álvarez-Vázquez1,2,3, Manuel Casal-Guisande2,4,5, Alberto Fernández-García6
1Fundación Pública Galega de Investigación Biomédica Galicia Sur, Hospital Álvaro Cunqueiro, 36312 Vigo, Spain.
Healthcare (Basel, Switzerland)
|November 27, 2025
概括
整合人工智能 (AI) 和模拟提供了一种强大的方法来优化医疗管理,减少等待时间和改善资源配置. 需要进一步的研究来克服实施障碍,并扩大在医院各部门的应用.
科学领域:
- 医疗保健管理的管理
- 运营研究 运营研究
- 医疗信息学 医疗信息学
背景情况:
- 医疗保健系统面临着诸如长时间等待,资源短缺和不断增长的服务需求等挑战.
- 人工智能 (AI) 和模拟的协同应用为医疗保健过程优化提供了一个有前途的战略.
- 目前,人工智能和模拟在医疗保健中的综合应用仍然有限,需要进一步研究.
研究的目的:
- 系统地审查和分析当前的方法方法,整合人工智能和模拟,以改善医疗管理.
- 在医疗保健中结合使用人工智能和模拟的趋势和常见做法.
主要方法:
- 在PubMed和IEEE Xplore数据库中进行了系统的文献搜索,遵守PRISMA指南.
- 搜索涵盖了2014年至2025年间发表的文章,使用与人工智能,模拟和医疗管理相关的关键词.
- 采用雪球搜索策略来识别其他相关研究,重点是原始研究,详细介绍了医疗保健中结合人工智能和模拟应用.
主要成果:
- 主要在2021年至2025年之间发表的22项研究从2506个已识别的记录中进行了选择,这表明研究兴趣的激增.
- 人工智能和模拟的整合显示了提高医疗保健管理效率,优化资源配置和减少患者等待时间的潜力.
- 通常使用的方法包括监督学习算法,离散事件模拟 (DES) 和基于代理的系统 (ABS),特别是在急诊室和临床途径.
结论:
- 人工智能和模拟的联合使用是一个新兴的领域,准备彻底改变医疗保健过程管理.
- 克服技术,标准化和数据集成方面的挑战对于有效实施至关重要.
- 将这些综合技术的应用扩展到更多的医院部门是必要的,以最大限度地提高它们对医疗保健提供的影响.
相关概念视频
Issues And Trends In Healthcare Delivery System
6.1K
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...
6.1K
Health Information Technology and Healthcare Information System
3.3K
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:
3.3K
Nursing Clinical Information System
1.2K
Nursing Clinical Information System (NCIS)
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
1.2K
Current Trends in Nursing II
3.3K
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,...
3.3K
Integrated Healthcare System
2.3K
An integrated healthcare system (IHS) is a set of organizations that provides for or arranges to provide coordinated and continuous service to a defined population. The IHS takes responsibility for that particular population's health status and outcome, both clinically and fiscally. An integrated healthcare system is a well-organized, well-coordinated, and collaborative network. The integrated delivery system is a network that connects different healthcare providers to deliver organized,...
2.3K
Methods of Documentation VI: Case Management Model
839
The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
For example, a patient with a chronic...
839
