用于多模体体液监测的可穿戴传感系统:传感组合策略,平台集成机制和数据处理模式.
Manqi Peng1, Yuntong Ning1, Jiarui Zhang1
1School of Integrated Circuit, Tsinghua University, Beijing 100084, China.
Biosensors
|January 27, 2026
概括
可穿戴的多模体体液监测集成了多个传感器,用于持续的,非侵入性的健康评估. 这种方法提供了对生理学的整体观点,推进了个性化和预测性医疗保健.
科学领域:
- 生物医学工程 生物医学工程
- 可穿戴技术可穿戴技术
- 生理监测 生理监测
背景情况:
- 对人类生理学的持续,非侵入性监测对于动态健康评估至关重要.
- 现有的单标记可穿戴传感器在提供健康状况的整体视图方面存在局限性.
- 多模式体液监测整合了各种数据,以获得全面的生理洞察力.
研究的目的:
- 为系统层面提供最近可穿戴式多模式体液监测方面的进展的概述.
- 分析传感组合策略,平台集成机制和数据处理模式.
- 建立一个整体生理学解释的框架,并指导未来的系统开发.
主要方法:
- 对传感组合策略的审查:多标记分析,生化信号与物理参数的合,以及多流体的获取.
- 讨论平台集成:生物化学,物理和混合传感原理与灵活的电子,微流体,微针和智能织品.
- 数据处理模式的分析:跨模式校准,机器学习推断和多层次数据融合.
主要成果:
- 传感组合的进步提高了分析准确性和生理相关性.
- 集成机制为单体和模块化架构利用灵活的电子和微流体.
- 数据处理提高了可靠性,并通过先进的融合技术支持个性化,预测性的医疗保健.
结论:
- 可穿戴的多模体体液监测为生理评估提供了一个整体的方法.
- 该审查为超越孤立信号,向综合生理学解释提供了一个框架.
- 未来的系统需要高度集成,小型化,并专注于个性化的医疗应用.
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