探索人工智能与医疗整合中的信任因素:快速审查
Megan Mertz1, Kelvi Toskovich1, Gavin Shields1
1Dr. Gilles Arcand Centre for Health Equity, NOSM University, Thunder Bay, ON, Canada.
Frontiers in artificial intelligence
|December 22, 2025
概括
了解人工智能 (AI) 的识字,心理学和实用性对于建立对医疗保健AI系统的信任至关重要. 这些知识支持临床医生和患者有效的AI采用和实施策略.
科学领域:
- 医疗保健技术 技术 医疗保健 技术
- 人工智能的人工智能
- 人与计算机的交互
背景情况:
- 人工智能 (AI) 在医疗保健中的整合正在迅速增加.
- 建立用户信任对于成功采用AI临床工具至关重要.
- 了解信任的决定因素是有效实施人工智能的关键.
研究的目的:
- 探索AI在医疗保健中的整合.
- 检查影响用户对AI系统信任的因素.
- 为在临床环境中有效采用人工智能提供见解.
主要方法:
- 快速审查方法.快速审查方法.
- 在MEDLINE,Embase和CINAHL数据库中进行系统搜索.
- 选了872个独特的引用,其中40项研究符合纳入标准.
主要成果:
- 三个核心主题出现了:人工智能素养 (用户理解),人工智能心理学 (人口统计学/经验影响) 和人工智能实用性 (感知有用性/效率).
- 关键的信任因素包括AI素养,用户人口统计,先前的AI接触,感知到的有用性,系统效率,工作流集成,人形化,隐私/安全和信任修复.
- 高风险的临床环境需要特别注意信任修复机制.
结论:
- 这篇评论提升了对医疗保健中可信赖的人工智能的理解.
- 为有效的AI采用策略提供了可操作的见解.
- 为未来的AI在临床环境中的实施和政策制定提供了指导.
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
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
Health Information Technology and Healthcare Information System
3.2K
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:
3.2K
Introduction To Health Care Delivery System
3.7K
The healthcare system is constantly changing and complex. Various services are available from different healthcare providers, but gaining access to these services has become challenging for people with limited healthcare insurance. Uninsured people present a challenge to healthcare because they frequently postpone or forego treatment.
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
3.7K
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
Ethical Issues
2.0K
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:
2.0K


