管理AI在医疗保健中的风险和质量:医院是否准备好实施?
Arian Ranjbar1, Eilin Wermundsen Mork1, Jesper Ravn1
1Medical Technology and E-Health, Akershus University Hospital, Lørenskog, Norway.
Risk management and healthcare policy
|April 15, 2024
概括
在医疗保健中实施人工智能 (AI) 需要强大的管理系统. 差距分析显示,医疗机构需要加强其基础基础设施,包括劳动力和数据,以确保人工智能系统的质量保证.
科学领域:
- 医疗保健管理的管理
- 人工智能在医学中的应用
- 医疗信息学 医疗信息学
背景情况:
- 人工智能 (AI) 为未来的医疗保健系统带来了重大机遇.
- 医疗机构在安全开发和采购人工智能系统方面面临着挑战.
- 像欧盟人工智能法案这样的新兴法规需要新的管理和质量保证系统.
研究的目的:
- 在医疗保健环境中讨论人工智能实施的挑战.
- 通过使用ISO 42001.1,识别当前管理系统 (MS) 中的潜在缺口.
- 在第三级急性医院对AIMS进行差距分析.
主要方法:
- 对AIMS的协调标准的审查,ISO 42001.
- 在正在进行的人工智能活动的三级急性医院进行的差距分析.
- 在医疗保健环境中检查行业无关AIMS标准.
主要成果:
- 对ISO 42001的审查揭示了医疗保健部门在AI实施方面存在技术债务.
- 医疗机构现有的管理系统可能无法充分满足AI的要求.
- 这些发现与之前关于医疗保健数字化挑战的研究一致.
结论:
- 在医疗保健中成功实施人工智能需要一个强大的组织基础.
- 必须强调加强劳动力能力和数据基础设施.
- 解决这些基本要素对于确保医疗保健AI质量保证至关重要.
相关概念视频
Issues And Trends In Healthcare Delivery System
5.6K
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...
5.6K
Health Information Technology and Healthcare Information System
836
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:
836
Healthcare Associated Infections II: Preventive Measures
2.6K
Essential infection prevention measures are based on the knowledge of the infection chain, the modes of transmission in healthcare settings, and the use of the best practices in all healthcare settings. Compulsory public reporting of healthcare-associated infection rates is needed to allow individuals and the community to make informed choices regarding selecting a healthcare facility.
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
2.6K
Current Trends in Nursing II
1.2K
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,...
1.2K
Ethical Standards I
799
The American Nurses Association (ANA) created and implemented the first nationally accepted Code of Ethics for Nurses with Interpretive Statements. The Code of Ethics is a living document regularly updated by the ANA and establishes an ethical standard that is non-negotiable for nurses in all roles and settings.
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
799
Errors occurring during blood pressure monitoring
719
Blood pressure monitoring is a crucial clinical procedure in diagnosing and managing various cardiovascular conditions. Despite its significance, the accuracy of blood pressure measurements can be compromised by multiple factors, potentially leading to either falsely high or low readings. These inaccuracies are critical as they can significantly impact patient care. So, it is vital to understand these challenges deeply and adopt strategic approaches to minimize errors.
Several factors...
Several factors...
719


