临床医生对人工智能的信任:已知情况以及如何促进信任
Juan C Rojas1, Mario Teran2, Craig A Umscheid2
1Department of Internal Medicine, Rush University, 1725 West Harrison Street, Suite 010, Chicago, IL 60612, USA.
人工智能 (AI) 可以通过电子健康记录 (EHR) 数据改善医疗保健决策. 建立临床医生对人工智能工具的信任需要不同利益相关者之间的合作,以克服现有的障碍,并实现人工智能在患者护理中的潜力.
科学领域:
- 医疗信息学 医疗信息学
- 人工智能在医学中的应用
- 临床决策支持 临床决策支持
背景情况:
- 电子健康记录 (EHR) 产生了大量的数据.
- 由人工智能 (AI) 驱动的预测分析可以分析这些数据以增强临床决策.
- 尽管有潜在的好处,但仍有重大障碍阻碍临床医生对基于人工智能的医疗保健工具的信任.
研究的目的:
- 探索人工智能和预测分析在医疗保健中的潜力.
- 识别临床医生对人工智能工具信任的障碍.
- 为培养信任和实现人工智能在医疗保健中的承诺提出解决方案.
主要方法:
- 审查当前AI在EHR数据分析中的应用.
- 对基于人工智能的临床决策支持的信任障碍的分析.
- 讨论利益相关者在促进人工智能采用方面的作用.
主要成果:
- 人工智能提供了通过EHR数据改善临床决策和患者结果的重要机会.
- 缺乏信任是人工智能在临床实践中广泛采用的主要障碍.
- 解决方案需要涉及医疗保健系统,供应商,教育工作者,监管机构,研究人员和患者的多方利益相关者方法.
结论:
- 实现人工智能在医疗保健中的全部潜力需要克服信任障碍.
- 多种利益相关者之间的合作对于有效地将AI工具集成到临床工作流中至关重要.
- 需要采取协调一致的努力来建立信心,并确保对人工智能的负责任实施,以改善患者护理.
更多相关视频
05:21Characterization of the Sense of Agency over the Actions of Neural-machine Interface-operated Prostheses
Published on: January 7, 2019
05:47Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
相关概念视频
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Current Trends in Nursing II
Elements Crucial for Effective Psychotherapy
The Therapeutic Alliance
The therapeutic alliance refers to the relationship between the therapist and the client. The alliance strengthens when the therapist and the client engage in a nurturing, supportive, trusting, empathetic, and respectful relationship, improving therapeutic outcomes. Therapists must monitor this relationship...
Ethical Standards II
Nurses are entrusted with upholding various ethical principles and standards. Nurses forge solid therapeutic relationships using trust, empathy, autonomy, confidentiality, and professional competence.
Confidentiality is crucial, embodying respect for individual privacy...
Ethical Dilemmas I
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...
Ethical Issues
Ethical Concerns in Healthcare:
