麻醉学中的人工智能:当前的应用,挑战和未来的方向
Burhan Dost1, Engin İhsan Turan2, Muhammed Enes Aydın3
1Ondokuz Mayıs University Faculty of Medicine, Department of Anaesthesiology and Reanimation, Samsun, Türkiye
Turkish journal of anaesthesiology and reanimation
|December 15, 2025
概括
人工智能 (AI) 正在彻底改变术后护理中的麻醉学. 人工智能工具增强了风险评估,监测和决策,尽管在准确性和伦理方面的挑战仍然需要广泛采用.
科学领域:
- 麻醉学 麻醉学
- 人工智能的人工智能
- 在外科手术期间的医学.
背景情况:
- 人工智能 (AI),包括机器学习,深度学习和大型语言模型,正在迅速发展.
- 人工智能集成正在改变麻醉学和外科护理的各个方面.
研究的目的:
- 审查目前在麻醉学中的AI应用.
- 确定阻碍人工智能整合的方法论,道德和实际挑战.
- 讨论未来在外科环境中安全有效地采用人工智能的方向.
主要方法:
- 对麻醉学中人工智能应用的综合文献综述.
- 对人工智能在手术前,手术后和重症监护环境中的作用的分析.
- 评估AI对临床决策,成像和教育的影响.
主要成果:
- 人工智能工具应用于风险分层,监测,成像解释,呼吸道评估,区域麻醉和重症监护.
- 具体应用包括自动ASA分类,并发症预测,麻醉深度估计和血液动力学管理.
- 人工智能增强了心声回声学,用于呼吸道评估的计算机视觉,以及早期检测诸如败血症等关键疾病.
结论:
- 人工智能为改善术后护理,临床决策和工作流效率提供了巨大的潜力.
- 必须解决与准确性,伦理考虑和实际整合相关的挑战.
- 未来的研究应该专注于人工智能在麻醉学中的安全和有效实施.
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