在临床实践中使用环境技术
Haania Kakwan1, Justin F Rousseau2,3, Lidia M Moura4
1Department of Neurology, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Epilepsia open
|May 22, 2025
概括
环境人工智能 (AI) 可以自动化治疗中的临床文档,可能减少医生倦怠. 然而,仔细的人类监督和监管至关重要,以解决诸如偏见和错误等风险,确保患者安全.
科学领域:
- 神经学 神经学
- 临床信息学 临床信息学
- 人工智能的人工智能
背景情况:
- 基于大型语言模型的人工智能 (AI) 正在成为神经学中的工具,用于患者安排和初步结果解释等任务.
- 环境人工智能模型提供了在治疗中自动化临床文档的潜力,解决了医生倦怠问题并改善了患者体验.
研究的目的:
- 检查在门诊诊所应用环境智能 (AmI) 文档工具的挑战,风险和实际考虑.
- 突出人类监督在部署人工智能的临床文档的重要性.
主要方法:
- 对环境AI在临床实践中的当前应用进行审查,以提供文档.
- 对诊所的潜在益处,风险和实际考虑的分析.
主要成果:
- 艾米模型在提高临床文档效率和潜在地减少提供者倦怠方面表现有前途.
- 关键问题包括潜在的模型偏差,电子健康记录中的错误风险和意外后果.
结论:
- 谨慎的监管,持续的绩效监测和强有力的保障措施对于AMI在治疗中的安全部署至关重要.
- 临床医生,信息学专业人员,人工智能开发人员和监管机构之间的协作努力是必要的,以确保患者安全并最大限度地提高效益.
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