医疗保健中的人工智能政策:一个基于检查清单的方法论,用于结构化实施
Elena Bignami1, Luigino Jalale Darhour2, Gabriele Franco3
1Anesthesiology, Critical Care and Pain Medicine Division, Department of Medicine and Surgery, University of Parma, Viale Gramsci 14, Parma, 43126, Italy. elenagiovanna.bignami@unipr.it.
本研究介绍了一份检查清单,以帮助医疗机构安全和道德地采用人工智能 (AI). 人工智能政策清单确保遵守欧盟人工智能法,并促进在临床环境中负责任地整合人工智能.
科学领域:
- 医疗保健技术 医疗保健技术 医疗保健技术
- 临床信息学是一种临床信息学.
- 监管科学是一种监管科学.
背景情况:
- 人工智能 (AI) 正在彻底改变麻醉和重症监护,改善诊断和患者安全.
- 在高敏度环境中实施人工智能存在监管,伦理和运营方面的障碍.
- 欧盟人工智能法 (生效2025年) 要求医疗机构制定结构化,以治理为重点的人工智能政策.
研究的目的:
- 为临床单位负责任地采用人工智能提出基于检查清单的方法.
- 确保人工智能集成是安全的,道德的,并符合欧盟人工智能法.
- 为制定适应性AI政策提供框架,以应对快速的技术和立法变化.
主要方法:
- 为AI系统评估制定一个特定领域的检查清单.
- 检查清单产生了评估人工智能的适当性,可靠性和法律影响的关键问题.
- 两个综合领域:临床/技术验证和治理/合规.
主要成果:
- 该方法促进了对人工智能系统的系统评估,没有严格的规则.
- 检查清单涵盖临床验证 (性能,现实世界使用,MDR,GDPR) 和治理 (AI Act合规性,问责制,监督,AI素养).
- 确保人工智能素养培训和文档,以符合从2025年2月开始遵守欧盟人工智能法案的任务.
结论:
- 检查清单方法为AI政策制定提供了一个可扩展,可适应和准备监管的框架.
- 它通过嵌入法律合规,临床安全和治理来支持可持续的AI集成.
- 未来的更新将加强AI对患者护理质量,安全和公平的贡献.
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