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预测早产的婴儿与面腔裂缺陷的婴儿之间的预测

Katherine L Ludorf¹, Renata H Benjamin¹, Mark A Canfield²

¹Department of Epidemiology, Human Genetics and Environmental Sciences, UTHealth School of Public Health, Houston, TX, USA.

The Cleft palate-craniofacial journal : official publication of the American Cleft Palate-Craniofacial Association

|September 6, 2023

概括

研究人员开发了模型,以预测患有口面裂的婴儿早产风险. 这些模型显示了适度的预测能力,识别了高风险妊娠,以改善婴儿的结果.

科学领域:

医学研究医学研究
公共卫生公共卫生
儿科医学儿科医学儿科医学

背景情况:

面腔裂是常见的出生缺陷.
过早分娩对婴儿的健康和发育构成重大风险.
预测患有口腔裂的婴儿的早产对于有针对性的干预至关重要.

研究的目的:

开发和验证风险预测模型,用于诊断患有口面裂的婴儿的早产.
用基于人口的数据评估这些模型的预测性能.

主要方法:

利用德克萨斯州出生缺陷登记 (1999-2014) 的数据,对6774名患有口腔口的婴儿进行了研究.
采用后勤回归来识别早产的孕产妇和婴儿预测因素.
内部验证模型使用引导并计算曲线下的面积 (AUC) 来进行性能评估.

主要成果:

在患有口腔裂的婴儿中,早产的整体预测模型实现了0.67.7的乐观度校正的AUC.
对于口唇裂和裂裂的单独模型显示了类似的预测性能 (AUC分别为0.66和0.67).
在32周前分娩的亚组分析显示,预测能力有所改善 (AUC = 0.74).

结论:

开发的模型代表了预测早产风险的初步步骤,为婴儿与口面裂.
识别高风险妊娠可能会导致受影响婴儿的改善结果.
进一步的研究可能会完善这些模型用于临床应用和增强新生儿护理.

关键词:

流行病学流行病学胎儿的发育胎儿的发育母亲因素是母亲的因素.儿科儿科儿科儿科

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