使用手腕温度进行回顾性排卵日估计和下一个月经开始日预测的算法性能:一个前性队列研究
Human reproduction (Oxford, England)
|January 30, 2025
概括
手腕温度算法准确估计排卵日,并预测下一个月经开始日. 这些算法对具有典型和非典型月经周期长度的个体有效.
科学领域:
- 生殖健康 生殖健康
- 生物医学数据分析
- 在健康领域的可穿戴技术.
背景情况:
- 在月经周期期间,手腕皮肤温度随着荷尔蒙的变化而波动.
- 这些温度变化可以用来估计关键周期事件.
研究的目的:
- 评估使用手腕温度进行回顾性排卵日估计的算法.
- 为了评估下一个月经开始日的预测准确度,使用手腕温度数据.
主要方法:
- 一项前性队列研究涉及262名14岁以上的女性 (899个周期).
- 参与者记录了月经记录,使用LH测试来确认排卵,并记录了手腕温度.
- 测试了三种算法,用于持续/完成周期的排卵估计和月经预测.
主要成果:
- 算法1估计在80.5%的持续周期中 (MAE为1.59天) 排卵.
- 算法2估计了80.8%的完成周期 (MAE 1.22天) 的排卵.
- 算法3预测月经开始日的准确率为89.4%,在±3天内 (MAE为1.65天).
结论:
- 手腕温度算法可靠地估计排卵和预测月经开始.
- 这些算法对典型和非典型的月经周期长度都有效.
- 由于潜在的不准确性,排卵估计不应单独使用.
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