检查实验室之外的现实世界医疗保健中的人类-人工智能相互作用
Magdalena Katharina Wekenborg1, Stephen Gilbert1, Jakob Nikolas Kather2,3,4
1Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany.
医疗保健中的人工智能 (AI) 需要更好的人类互动措施. 我们推出了一套多式工具包,用于评估和优化现实世界的人类-AI协同作用,以改善临床实施.
科学领域:
- 医疗保健技术 医疗保健技术 医疗保健技术
- 人与计算机的互动.
- 临床信息学是一种临床信息学.
背景情况:
- 人工智能 (AI) 正在改变医疗保健的提供.
- 当前的人工智能研究优先考虑技术性能,而不是真实世界的人类互动.
- 在评估医疗保健专业人员和人工智能系统之间的兼容性和协同作用方面存在差距.
研究的目的:
- 解决在临床环境中评估人类-人工智能相互作用的框架的需求.
- 提出一种新的多式联运工具包,用于评估人类-人工智能协同作用.
- 通过更好的交互指标,优化AI在医疗保健中的实施.
主要方法:
- 开发一个多式联运工具包.
- 集成生态瞬间评估 (EMA) 实时数据.
- 包括定量观察方法.
- 将基线测量纳入用于比较分析.
主要成果:
- 拟议的工具包提供了一种全面的方法来评估人与人工智能的互动.
- 它超越了技术指标,以评估实际的协同效应.
- 为医疗保健中人工智能工具的数据驱动优化提供了基础.
结论:
- 在医疗保健中有效地整合人工智能需要对人类-人工智能交互进行强有力的评估.
- 开发的工具包为测量这种相互作用提供了一个可扩展的解决方案.
- 这种方法将促进在临床实践中更成功和更协同地采用人工智能.
更多相关视频
06:02Evaluating Usability Aspects of a Mixed Reality Solution for Immersive Analytics in Industry 4.0 Scenarios
Published on: October 6, 2020
00:08A Cross-Disciplinary and Multi-Modal Experimental Design for Studying Near-Real-Time Authentic Examination Experiences
Published on: September 4, 2019
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
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Ethical Issues
Ethical Concerns in Healthcare:
Interdisciplinary Care: The Health Care Team-II
Physical Therapist
A physical therapist (PT) aims to restore function or prevent additional impairment in a patient following an injury or disease. Massage, heat, cold, water, sonar waves, exercises, and electrical stimulation are some treatments used by PTs to treat...
Introduction To Health Care Delivery System
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
