使用连续皮肤温度数据的深度学习模型预测了分娩开始
Chinmai Basavaraj1, Azure D Grant2, Shravan G Aras3
1Department of Computer Science, The University of Arizona, Tucson, AZ, USA.
medRxiv : the preprint server for health sciences
|March 11, 2024
概括
持续监测皮肤温度可以预测孕妇的分娩开始. 一个深度学习模型准确地估计了分娩时间,为怀孕护理提供了潜在的新工具.
科学领域:
- 生殖内分泌学和产科生殖内分泌学
- 生物医学工程 生物医学工程
- 计算生物学是一种计算生物学.
背景情况:
- 哺乳动物的分娩往往先于体温变化,但这在人类身上还没有研究过.
- 怀孕监测缺乏精确的方法来预测分娩开始.
结论:
- 持续监测皮肤温度可以了解怀孕期间的分娩进展和荷尔蒙状况.
- 对温度数据的深度学习分析可能会为增强妊娠管理和分娩预测提供有价值的临床工具.
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