在医疗保健组织中开发人工智能治理框架,以确保安全和负责任的人工智能:多方法研究协议
Sam Freeman1, Amy Wang1, Sudeep Saraf2
1Australian Institute of Health Innovation, Macquarie University, Sydney, Australia.
JMIR research protocols
|July 28, 2025
概括
这项研究开发了医疗保健的实际AI治理框架,解决了安全和道德AI实施的挑战. 共同设计的框架将指导组织负责任地采用人工智能,并满足监管需求.
科学领域:
- 医疗信息学 医疗信息学
- 人工智能治理管理 人工智能治理
- 医疗保健管理的管理
背景情况:
- 人工智能 (AI) 具有显著的潜力,可以增强医疗保健诊断,操作和预测分析.
- 由于监管,道德和治理的复杂性,医疗机构在安全和负责任的AI实施方面面临着挑战.
- 现有的理论AI治理框架往往缺乏在现实世界医疗保健环境中的实际应用.
研究的目的:
- 开发和验证一个实用的AI治理框架,以便在医疗保健组织中安全和负责任地使用AI.
- 确定在医疗保健中对人工智能的具体治理要求.
- 通过现实应用和利益相关者的投入,共同开发和完善一个框架.
主要方法:
- 一种多方法研究设计,涉及范围审查,文档分析和深入采访.
- 定性数据分析是根据有基础的理论进行的.
- 通过综合发现来制定框架,然后通过利益相关者研讨会和案例研究来验证.
主要成果:
- 该项目于2023年10月获得资金,并从相关委员会获得了伦理审批.
- 数据收集正在进行中,包括完成的范围审查和分析,以及截至2025年3月完成的43次采访.
- 人工智能治理框架预计将于2025年6月完成和传播.
结论:
- 这项研究将提供一个全面的,共同设计的AI治理框架,以应对医疗保健AI监督的实际挑战.
- 该框架将为医疗机构提供可操作的指导,以安全,道德和合规地采用AI.
- 结果将为全球讨论提供信息,并促进人工智能在卫生系统中的负责任整合.
更多相关视频
03:14Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
Published on: December 6, 2024
684
05:47Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
584
相关概念视频
Issues And Trends In Healthcare Delivery System
5.8K
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...
5.8K
Standards of Care II
727
Nurses bear specific legal responsibilities under several federal statutes, including:
727
Ethical Dilemmas II
1.3K
Resolving an ethical dilemma in healthcare involves a systematic approach that considers every aspect of the issue, respecting both the patient's needs and values and the healthcare professional's ethical obligations. Here are potential steps to resolve an ethical dilemma:
1.3K
Ethical Standards I
971
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,...
971
Ethical Dilemmas I
1.1K
Ethical dilemmas in nursing are of utmost importance, as they often arise from the tension between adhering to core ethical principles and the practical realities of healthcare delivery. These dilemmas require nurses to navigate complex situations where competing ethical considerations pull them in different directions.
Let us explore some examples to understand the potentially complex moral decisions nurses face.
Take the case of caring for minors, particularly in areas related to reproductive...
Let us explore some examples to understand the potentially complex moral decisions nurses face.
Take the case of caring for minors, particularly in areas related to reproductive...
1.1K
Ethical Issues
1.2K
Nurses are essential in patient care, upholding the ethical principles of their profession and effectively navigating ethical dilemmas. Neglecting ethical issues can lead to inadequate patient care, compromised therapeutic relationships, and moral distress among healthcare workers.
Ethical Concerns in Healthcare:
Ethical Concerns in Healthcare:
1.2K
