让医生能够在医疗成像诊断中对人工智能应用做出明智的采用决定:定性研究
Jasmin Hennrich1,2,3, Eileen Doctor1,2,3, Marc-Fabian Körner1,2,3
1University of Bayreuth, Bayreuth, Germany.
Journal of medical Internet research
|August 12, 2025
概括
医生需要明确的指导来采用人工智能 (AI) 在医学成像. 这项研究确定了11项措施,包括教育和透明度,以帮助医生自信地整合AI工具.
科学领域:
- 医疗成像医学成像
- 人工智能的人工智能
- 医疗保健技术的采用 医疗保健技术的采用
背景情况:
- 人工智能 (AI) 为提高医学成像诊断的准确性和效率提供了巨大的潜力.
- 人工智能在该领域的广泛采用受到技术,组织,监管和用户相关障碍的阻碍,医生是关键利益相关者.
研究的目的:
- 为医生提供有关医疗成像人工智能应用的明智采用决策的指导.
- 从医生的角度确定和讨论解决人工智能采用关键障碍的措施.
主要方法:
- 采用了两步定性研究方法.
- 包括对865篇论文的结构化文献审查,以确定支持措施.
- 随后,与14名专家进行了采访,以评估和完善这些措施.
主要成果:
- 确定了11项关键措施,并将其分类为使收养决定措施和支持收养措施.
- 启用措施包括医生教育,准备未来的医生,并确保透明度.
- 支持措施包括实施指南和AI市场.
结论:
- 这项研究提供了全面的措施概述,以促进医生在医学成像诊断中采用人工智能.
- 为实现AI在医学成像中的潜力提供了具体的,以用户为中心的建议.
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