医疗保健的数字双胞胎使用可穿戴设备
Zachary Johnson1, Manob Jyoti Saikia1
1Department of Electrical Engineering, University of North Florida, Jacksonville, FL 32224, USA.
Bioengineering (Basel, Switzerland)
|June 27, 2024
概括
由可穿戴生物识别数据创建的人类数字双胞胎,提供实时患者监控和个性化的医疗保健. 这项技术有望在疾病预测和远程治疗方面取得进展,尽管它仍处于早期发展阶段.
科学领域:
- 数字健康数字健康
- 生物医学工程 生物医学工程
- 医疗信息学 医疗信息学
背景情况:
- 数字双胞胎是物理资产的动态虚拟复制品,在医疗保健中越来越多地被探索.
- 可穿戴技术的进步使得实时数据收集成为个性化的健康应用.
- 人类数字双胞胎利用患者的生物识别数据来增强医学洞察力.
研究的目的:
- 审查医疗保健中关于人类数字双胞胎的当前文献.
- 探索使用可穿戴设备用于人类数字双胞胎世代的方法,应用和挑战.
- 用可穿戴传感器创建人类数字双胞胎的概念框架.
主要方法:
- 在医疗保健中对人类数字双胞胎研究的文献综述.
- 对可穿戴传感器数据进行分析,以创建数字双胞胎.
- 对人类数字双胞胎世代的新方法的概念化.
主要成果:
- 该研究确定了人类数字双胞胎在医疗保健中的关键方法和各种应用.
- 突出了数据隐私,集成和验证等挑战.
- 由可穿戴数据生成人类数字双胞胎的概念方法被提出.
结论:
- 人类数字双胞胎具有巨大的潜力,通过个性化和远程监控来彻底改变患者护理.
- 需要进一步的研究来应对这些挑战,并充分实现这一新兴技术的功能.
- 可穿戴式传感器对于在临床实践中开发和实施有效的人类数字双胞胎至关重要.
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