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Telemedicine assisted secondary prevention with individual forecasting based on ECG monitoring

机译:远程医疗辅助二级预防,基于心电图监测进行个体预测

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The aim of our study was to apply two HRV methods (PD2i and wavelet-CART) for the individual forecasting of ventricular tachycardia (VT) and death in telemedicine setting during the cardiac rehabilitation of postinfarction patients. Eighty-eight postinfarction patients were ECG monitored monthly during 36 months. The predictive accuracy of time-frequency HRV variables for ventricular tachycardia (VT), wavelet (W;Daub-4) decomposition parameters from level 2 (W2) to level 256 (W256)) analyzed. The best variable was W32 (W 0.799, p<0.0001). Th eCART''s decision sensitivity and specificity reaching 84.5% and 91.9% respectively. The role of telemedicine management (TM+), and 94 age-matched control group without it (TM-) were also studied. Nine deaths in the TM+, and 21 death in the TM-group were observed (p<0.01). The sensitivity, specificity, positive and negative predictive accuracy of the PD2i values (cutoff 1.9) was 66.4, 79.5, 64. and 83.7% respectively.
机译:我们研究的目的是应用两种HRV方法(PD2i和小波CART)分别预测梗死后患者心脏康复期间远程心律失常和室速的死亡。在36个月中,每月对88名梗死后患者进行心电图监测。分析了从2级(W2)到256级(W256)的室性心动过速(VT),小波(W; Daub-4)分解参数的时频HRV变量的预测准确性。最佳变量是W32(W 0.799,p <0.0001)。 eCART的决策敏感性和特异性分别达到84.5%和91.9%。还研究了远程医疗管理(TM +)的作用,以及94个没有它的年龄匹配对照组(TM-)的作用。在TM +中有9例死亡,在TM-组中有21例死亡(p <0.01)。 PD2i值(临界值1.9)的敏感性,特异性,阳性和阴性预测准确性分别为66.4、79.5、64。和83.7%。

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