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Identifying fetal heart anomalies using fetal ECG and Doppler cardiogram signals

机译:使用胎儿心电图和多普勒心电图信号识别胎儿心脏异常

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This study presents an automated and non-invasive technology using an integrated fetal transabdominal electrocardiogram system and Doppler cardiogram (DCG) to identify fetal heart anomalies. Multiresolution wavelet analysis and Jensen-Shannon divergence (JSD) methods were used to identify the frequency contents of the Doppler signals to be linked to the opening and closing of the heart''s valves (Aortic and mitral). For the normal fetuses, PEP (Pre-ejection period), VET (Ventricular ejection time), ICT(Isovolumic contraction time) and IVRT (Isovolumic relaxation time) were found to be 75.0±11.9 (msec), 153.2±18.9 (msec), 50.0±15.9 (msec) and 69.6±9.7 (msec) respectively. On the other hand, for fetuses with heart anomalies, these timing intervals were found to be 89.0±10.3 (msec), 168.6±25.0 (msec), 52.2±17.2 (msec) and 51.6±13.7 (msec) respectively. PEP, VET and IVRT values are significantly (p<;0.01) different between the two groups.
机译:这项研究提出了一种自动化的非侵入性技术,该技术使用集成的胎儿经腹心电图系统和多普勒心电图(DCG)来识别胎儿心脏异常。多分辨率小波分析和Jensen-Shannon发散(JSD)方法用于识别与心脏瓣膜(主动脉和二尖瓣)的打开和关闭相关的多普勒信号的频率内容。对于正常胎儿,发现PEP(射血前期),VET(心室射血时间),ICT(等容血管收缩时间)和IVRT(等容血管松弛时间)分别为75.0±11.9(毫秒),153.2±18.9(毫秒)。 ,50.0±15.9(毫秒)和69.6±9.7(毫秒)。另一方面,对于具有心脏异常的胎儿,发现这些时间间隔分别为89.0±10.3(毫秒),168.6±25.0(毫秒),52.2±17.2(毫秒)和51.6±13.7(毫秒)。两组之间的PEP,VET和IVRT值显着不同(p <; 0.01)。

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