开发和验证用于预测孕妇和产后妇女睡眠障碍的诺姆图:试点研究
Yingyu Zhong1, He Wang1, Yueyun Wang1
1Shenzhen Maternity and Child Healthcare Hospital, China.
Heliyon
|January 6, 2025
概括
一种新型的诺米图准确预测孕妇和产后妇女的睡眠障碍风险. 这种工具有助于早期检测和干预,改善母亲的睡眠质量.
科学领域:
- 产科和妇科 产科和妇科
- 睡眠医学 睡眠医学
- 公共卫生 公共卫生
背景情况:
- 睡眠障碍显著影响孕妇和产后妇女的健康.
- 在这个人群中,缺乏有效的工具来早期预测和干预睡眠问题.
研究的目的:
- 开发和验证预测睡眠障碍风险的预测性名录.
- 确定导致孕妇和产后妇女睡眠障碍的关键风险因素.
主要方法:
- 在深研究了727名孕妇 (unipara) 的队列.
- 后勤回归确定了风险因素;使用校准,ROC曲线和决策曲线分析 (DCA) 创建并验证了一个名图.
主要成果:
- 确定的关键风险因素包括教育水平,收入以及特定的系统和情绪症状.
- 诺米图显示了高的预测准确性 (AUC 0.93培训,0.91验证) 和可靠的校准.
结论:
- 开发的诺米图是预测孕妇和产后妇女睡眠障碍风险的可靠工具.
- 这种工具可以促进早期检测和有针对性的干预措施,以改善睡眠质量.
- 需要进一步的研究来证实名ogram的更广泛的适用性.
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