通过人工智能重新定义远程医疗在阻塞性睡眠呼吸暂停的管理中
Ding Zou1, Daniil Lisik2,3, Sébastien Bailly4
1Center for Sleep and Vigilance Disorders, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
概括
阻塞性睡眠呼吸暂停 (OSA) 的管理可以通过使用远程医疗和人工智能 (AI) 来改进. 这些技术增强了诊断,个性化治疗和患者监测,以获得更好的结果.
科学领域:
- 睡眠医学 睡眠医学
- 数字健康数字健康
- 人工智能的人工智能
背景情况:
- 阻塞性睡眠呼吸暂停 (OSA) 是一种普遍存在的多因素疾病,影响生活质量并增加医疗保健成本.
- 由于OSA的异质性,个性化诊断和管理至关重要.
- 远程医疗和人工智能正在迅速融入医疗保健,为复杂的疾病提供新的工具.
研究的目的:
- 综合目前远程医疗和人工智能的进展,用于OSA管理.
- 提出一个综合框架,在OSA护理连续性中利用这些技术.
- 探索人工智能的潜力,包括大型语言模型,在患者提供者互动和数据分类方面.
主要方法:
- 对当前最先进的远程医疗和医疗保健中人工智能应用的审查.
- 分析消费级设备和先进远程医疗的整合.
- 探索AI在自动化任务,数据分析和假设生成方面的作用.
主要成果:
- 远程医疗的实施正在扩大,特别是在大型患者队伍的纵向护理中.
- 人工智能,特别是大型语言模型,提供了简化通信和分拣患者数据的机会.
- 远程医疗在OSA管理中的全部潜力仍然未被充分探索,但正在增长.
结论:
- 提出了一个综合框架,结合远程医疗,人工智能和对OSA的多维理解.
- 该框架旨在优化OSA护理,从查和诊断到坚持和治疗.
- 利用技术可以提高管理这种复杂疾病的效率,精度和个性化.
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