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用可穿戴传感器识别多个生理和行为参数,用于饮食监测:研究协议

Mayue Shi¹, Jiaying Zhou², Mingzhu Cai³

¹Department of Electrical and Electronic Engineering, Imperial College London, London, UK. m.shi16@imperial.ac.uk.

|October 7, 2025

概括

这项研究探讨了可穿戴式传感器,以准确监测饮食,评估对食物的生理反应. 这些发现可能会改进追踪食物摄入量和能源消耗的传统方法.

科学领域:

生物医学工程生物医学工程
营养科学营养科学
生理监测生理监测

背景情况:

传统的饮食评估方法是劳动密集的,耗时的,容易产生偏见.
穿戴式传感技术为客观饮食监测提供了一种新且有前途的方法.
现有的方法缺乏详细分析饮食行为和生理反应所需的精度.

研究的目的:

通过使用一种新型可穿戴多传感器带来对能量摄入的生理和行为反应进行调查.
验证可穿戴传感器在监测饮食和消化事件中的有效性.
分析进食事件特征与生理/生化标志物之间的关系.

主要方法:

招募10名健康的志愿者,提供知情同意.
使用定制的可穿戴多传感器带来跟踪手到嘴的运动,皮肤温度,心率和氧和度.
收集血液样本进行葡萄糖,胰岛素和激素水平分析,与床边监视器进行验证.

主要成果:

分析食用情节参数 (持续时间,热量含量,用具使用) 和传感器数据之间的关系.
手部运动模式与食物消费期间生理变化的相关性.
评估生物化学反应 (葡萄糖,胰岛素,激素) 对不同类型的食.

结论:

可穿戴式传感器为客观的饮食摄入量评估提供了可行的工具.
研究协议为基于传感器的营养监测未来研究提供了框架.
预计这些发现将推动个性化营养和健康管理领域的发展.

关键词:

饮食行为饮食行为食物摄入量食物摄入量生理生物标志物生理生物标志物可穿戴式传感器

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