首页> 外文会议>International Conference and Exposition on Electrical and Power Engineering >Automatic analysis of the fetal heart rate variability and uterine contractions
【24h】

Automatic analysis of the fetal heart rate variability and uterine contractions

机译:自动分析胎儿心率变异性和子宫收缩

获取原文

摘要

The aim of this study is the identification of the dynamic relationship between intrapartum fetal heart rate (FHR) variability and uterine pressure (UP) for normal and hypoxic fetuses. A new method for automatic analysis and identification of uterine contractions is developed and tested on 552 recordings. Using contractions, the fetal heart rate variations are established: accelerations and decelerations (early, late and prolonged). These allow a classification of the recordings analyzed into two categories: normal and pathological. The results are compared to documented fetal outcome results quantified by means of low pH and Apgar values. The developed method provides a series of quantitative measurements for the uterine contractions signal (total number of contractions, total contraction time, total percentage of contraction time, average values for contraction length, peak to peak values, area under curve). Based on these measurements we determine the Spearman correlation coefficients and the scatter matrix between the FHR and UP signals and the fetal outcome parameters: pH and Apgar scores. The correlation result show a strong relationship between decelerations presented on the FHR signal, increasing number of contractions and the low pH and Apgar values.
机译:这项研究的目的是确定正常和缺氧胎儿的胎儿内胎心率(FHR)变异性和子宫压力(UP)之间的动态关系。开发了一种自动分析和识别子宫收缩的新方法,并在552条记录上进行了测试。通过收缩,可以确定胎儿心率的变化:加速和减速(早,晚和长时间)。这些可以将所分析的记录分为两类:正常记录和病理记录。将结果与通过低pH和Apgar值量化的已记录胎儿结局结果进行比较。所开发的方法对子宫收缩信号提供了一系列定量测量(收缩总数,总收缩时间,收缩时间的总百分比,收缩长度的平均值,峰到峰值,曲线下面积)。基于这些测量,我们确定Spearman相关系数以及FHR和UP信号与胎儿结局参数:pH和Apgar得分之间的散布矩阵。相关结果表明,在FHR信号上出现的减速度,收缩次数增加以及低pH和Apgar值之间存在很强的关系。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号