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一个纵向的生理,荷尔蒙,代谢和自我报告的月经健康数据数据集
Georgianna Lin1, Jin Yi Li2, Kaavya Kalani2
1University of Toronto, Department of Computer Science, Toronto, Canada. blue.lin@mail.utoronto.ca.
Scientific data
|February 10, 2026
概括
麦克PHASES数据集提供了月经健康的全面记录,整合了生理,激素和自我报告的数据. 此资源有助于研究月经周期变化和荷尔蒙生理相互作用.
科学领域:
- 生殖健康信息学 生殖健康信息学
- 生理监测 生理监测
- 内分泌学 在内分泌学.
背景情况:
- 月经健康研究需要整合生理,荷尔蒙和生活方式因素的数据.
- 现有的数据集往往缺乏多模式数据,限制了对月经周期的全面分析.
- 了解周期变化对于个性化健康洞察至关重要.
研究的目的:
- 介绍 mcPHASES 数据集,这是一个用于月经健康研究的多式资源.
- 促进研究内分泌动力学,生理信号和自我报告经验之间的相互作用.
- 为在月经健康信息学中开发预测算法提供基准数据.
主要方法:
- 收集了42名加拿大年轻成年人在3个月的时间内收集的数据.
- 使用Fitbit Sense智能手表来检测生理信号,使用Dexcom G6来检测代谢数据.
- 雇佣了Mira Plus用于激素水平的尿液分析和每日对症状和生活方式因素的调查.
主要成果:
- 麦克菲斯数据集包括23个结构表,按信号类别排列.
- 数据整合了可穿戴设备衍生的生生理测量,激素水平和自我报告的结果.
- 能够进行分析,将内分泌动态与生理和自我报告数据联系起来.
结论:
- 麦克PHASES数据集是调查月经周期变化和荷尔蒙生理相互作用的宝贵资源.
- 支持研究环境对月经健康的影响.
- 推进月经健康信息学和预测算法的开发.
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