压力和健康监测技术
Gonçalo Ribeiro1,2, Mariana Jacob Rodrigues1,2, Octavian Postolache1,2
1Iscte-Instituto Universitário de Lisboa, Av. das Forças Armadas, 1649-026 Lisboa, Portugal.
Studies in health technology and informatics
|February 23, 2026
概括
这项研究调查了外部刺激,如音乐和环境因素,如何影响生理应激反应. 它探讨了先进的技术和人工智能来监测和管理压力,旨在改善福祉.
科学领域:
- 对外部刺激的生理反应.
- 医疗保健技术和人工智能的人工智能
- 压力管理和幸福感
背景情况:
- 压力对健康产生重大影响,需要有效的监测和管理策略.
- 自主神经系统 (ANS) 的平衡,通过心率变化 (HRV) 表示,对幸福至关重要.
- 技术进步为生理评估和压力量化提供了新的途径.
研究的目的:
- 通过对生理反应的分析,探索提高福祉和减少压力的策略.
- 用HRV评估音乐声音刺激对压力和幸福感的影响.
- 介绍以医疗为中心的物联网 (IoT) 系统用于心脏评估,并探索人工智能驱动的压力分类模型.
主要方法:
- 分析心率变化 (HRV) 以评估自主神经系统 (ANS) 平衡.
- 实施一个以医疗为中心的物联网 (IoT) 系统,使用光电脉冲扫描 (PPG) 和弹性心脏扫描 (BCG).
- 开发新的PPG信号处理算法和人工智能 (AI) 模型 (模糊逻辑) 用于生理标记器提取和压力水平分类.
主要成果:
- 实验结果评估了在不同温度和湿度下HRV和呼吸模式,评估了热舒适度.
- 同时提取生理标记 (HR,HRV,RR,SpO2) 使用多通道检测和分布式计算.
- 通过移动应用程序探索了压力,血压和血糖水平之间的相关性.
结论:
- 该研究强调了技术解决方案的潜力,包括物联网和人工智能,以有效监测和管理压力.
- 研究结果表明,理解对刺激的生理反应可以为提高幸福感的策略提供信息.
- 鼓励对整体医学和芳香疗法等替代性放松技术进行进一步的研究,以应对压力.
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