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A mathematical model for simulation of early decelerations in the cardiotocogram during labor

机译:分娩时心电图早期减速模拟的数学模型

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Fetal welfare during labor and delivery is commonly monitored through the cardiotocogram (CTG), the combined registration of uterus contractions and fetal heart rate (FHR). The CTG gives an indication of the main determinant of the acute fetal condition, namely its oxygen state. However, interpretation is complicated by the complex relationship between the two. Mathematical models can be used to assist with the interpretation of the CTG, since they enable quantitative modeling of the cascade of events through which uterine contractions affect fetal oxygenation and FHR. We developed a mathematical model to simulate 'early decelerations', i.e. variations in FHR originating from caput compression during uterine contractions, as mediated by cerebral flow reduction, cerebral hypoxia and a vagal nerve response to hypoxia. Simulation results show a realistic response, both for fetal and maternal hemodynamics at term, as for FHR variation during early decelerations. The model is intended to be used as a training tool for gynaecologists. Therefore 6 clinical experts were asked to rate 5 real and 5 model-generated CTG tracings on overall realism and realism of selected aspects. Results show no significant differences between real and computer-generated CTG tracings.
机译:分娩和分娩期间的胎儿福利通常通过心电图(CTG),子宫收缩和胎儿心率(FHR)的组合记录进行监测。 CTG指示了急性胎儿疾病的主要决定因素,即其氧气状态。但是,两者之间的复杂关系使解释变得复杂。数学模型可用于帮助解释CTG,因为它们可以对子宫收缩影响胎儿氧合和FHR的一系列事件进行定量建模。我们开发了一个数学模型来模拟``早期减速'',即子宫收缩过程中由于按压不足而导致的FHR变化,这是由脑血流量减少,脑缺氧和迷走神经对缺氧的反应介导的。仿真结果显示,足月胎儿和产妇的血流动力学以及早期减速期间的胎心率变化均具有现实的响应。该模型旨在用作妇科医生的培训工具。因此,要求6名临床专家对5种真实和5种由模型生成的CTG描迹的总体真实性和选定方面的真实性进行评分。结果显示,实际和计算机生成的CTG跟踪之间没有显着差异。

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