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Combination of clinical and electrocardiographic indices to predict Cox-Maze surgery outcome at discharge

机译:结合临床和心电图指标预测出院时的Cox-Maze手术结局

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The most effective procedure to terminate atrial fibrillation (AF) is the Cox-Maze surgery. After the intervention, independently of patient's rhythm, all are treated with oral anticoagulants and antiarrhythmic drugs prior to discharge. Moreover, patients still in AF before discharge are treated with electrical cardioversion (ECV). Therefore, an early prognosis of patient's rhythm at discharge would help to plan in advance drug therapy and ECV decisions. This work studies clinical and ECG indices to predict patient's rhythm at discharge. For this purpose, 29 preoperative standard ECGs from patients in AF have been analyzed. The dominant atrial frequency, the sample entropy and the fibrillatory waves amplitude were obtained as ECG indices. Additionally, patient's age, preoperative AF duration and atrial size were added as clinical indices. Then, a classification tree combining clinical and ECG parameters has been generated to predict patient's rhythm at discharge, yielding a sensitivity, specificity and accuracy of 87.5%, 100% and 93.1% respectively. These results suggest that an accurate prediction of AF termination at discharge is possible.
机译:终止房颤(AF)的最有效方法是Cox-Maze手术。干预后,无论患者的心律如何,均应在出院前用口服抗凝药和抗心律不齐药物治疗。此外,出院前仍处于房颤的患者需接受电复律(ECV)治疗。因此,出院时患者心律的早期预后将有助于提前计划药物治疗和ECV决策。这项工作研究临床和心电图指标,以预测出院时患者的心律。为了这个目的,已经分析了来自AF患者的29种术前标准心电图。获得了主要的心房频率,样本熵和颤动波幅度作为ECG指标。此外,还增加了患者的年龄,术前房颤持续时间和心房大小作为临床指标。然后,生成了结合临床和ECG参数的分类树,以预测患者出院时的心律,其敏感性,特异性和准确性分别为87.5%,100%和93.1%。这些结果表明在放电时AF终止的准确预测是可能的。

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