使用可穿戴皮肤温度数据,在现实世界中提前跟踪和描述月经周期
Marie Gombert-Labedens1, Elisabet Alzueta1, Evelyn Perez-Amparan1
1Center for Health Sciences, SRI International, Menlo Park, California, USA.
Journal of biological rhythms
|May 20, 2024
概括
可穿戴设备可以跟踪皮肤温度,以检测月经周期变化. 一个共子模型有效地代表了这些温度变化,提供了新的健康见解.
科学领域:
- 生理学 生理学 生理学
- 生物医学工程 生物医学工程
- 数据科学数据科学数据科学
背景情况:
- 月经周期会影响诸如体温和心率等生理过程.
- 可穿戴技术可以持续监测生理数据,包括皮肤温度.
- 非侵入性地检测与月经周期相关的温度变化是一个关键的兴趣领域.
研究的目的:
- 评估Cosinor模型在表示月经周期皮肤温度变化的有效性.
- 展示如何可将Cosinor模型应用于可穿戴温度数据来推导月经周期特征.
- 探索这些特征作为健康标志物和月经时间治疗中的有用性.
主要方法:
- 在月经周期内,对120名女性的分分钟分辨率远距离皮肤温度数据应用Cosinor模型.
- 与二相正方波模型进行比较,以表示温度数据.
- 从振荡数据中推导节奏指标 (计量器,振幅,曲率).
主要成果:
- 与双相方波模型相比,Cosinor模型更好地代表了月经期间的皮肤温度变化.
- 该方法成功评估了数据振荡,并为月经周期提供了节律指标.
- 证明了对可穿戴温度数据的Cosinor方法的应用,以推导月经周期特征.
结论:
- 协子法是利用可穿戴温度数据分析月经周期对生理参数影响的宝贵工具.
- 从Cosinor模型中得出的月经周期特征可以在临床环境中作为健康标志物.
- 这种方法促进了月经时间治疗和研究女性健康指标的进步.
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