睡眠医学中的人工智能:现在和未来
Ram Kishun Verma1, Gagandeep Dhillon2, Harpreet Grewal3
1Department of Sleep Medicine, Parkview Health System, Fort Wayne, IN 46845, United States.
World journal of clinical cases
|December 22, 2023
概括
人工智能 (AI) 可以通过改善睡眠呼吸暂停等睡眠障碍的诊断和治疗来彻底改变睡眠医学. 人工智能提供创新的解决方案来弥合护理差距,并提高患者在睡眠健康方面的结果.
科学领域:
- 睡眠医学 睡眠医学
- 医疗保健中的人工智能
- 数字健康创新 数字健康创新
背景情况:
- 睡眠质量对整体健康至关重要,但像阻塞性睡眠呼吸暂停这样的睡眠障碍影响着全球相当一部分人口.
- 由于资源有限,阻塞性睡眠呼吸暂停的诊断和治疗不足,导致健康状况不佳.
- 睡眠医学领域产生了大量的生理数据,使其非常适合人工智能驱动的进步.
研究的目的:
- 探索人工智能如何帮助诊断和治疗各种睡眠障碍.
- 确定人工智能如何解决睡眠障碍护理交付现有的差距.
- 检查与在睡眠医学中实施AI相关的伦理和法律影响.
主要方法:
- 审查当前的AI应用在分析睡眠相关的生理数据.
- 在睡眠医学中分析机器学习,深度学习和自然语言处理技术.
- 讨论睡眠障碍管理的案例研究和潜在的AI整合策略.
主要成果:
- 人工智能在提高诊断睡眠障碍 (包括睡眠呼吸暂停) 的准确性和效率方面显示出潜力.
- 人工智能工具可以个性化治疗计划,改善患者的坚持和结果.
- 人工智能可以帮助克服资源限制,扩大对睡眠障碍诊断和护理的访问.
结论:
- 人工智能融入睡眠医学有望在诊断和管理睡眠障碍方面取得重大改进.
- 人工智能可以有效地弥合睡眠障碍护理的差距,特别是在服务不足的人群中.
- 解决伦理和法律方面的考虑对于人工智能在睡眠医学中的负责任和有效部署至关重要.
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