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ECG Segmentation and P-Wave Feature Extraction: Application to Patients Prone to Atrial Fibrillation.

机译：心电图分割和p波特征提取：应用于心房颤动患者。

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摘要

This paper presents an automatic analysis method of the P-wave, based on lead II of a 12 lead standard ECG, which will be applied to the detection of patients prone to atrial fibrillation (AF), one of the most frequent arrhythmias. It focuses first on the segmentation of the electrocardiogram P- wave, which is performed in two steps: first, detection of the QRS complexes, then association of a wavelet analysis method and a hidden Markov model to represent one heat of the signal. After segmentation, the P-wave is isolated and a set of parameters, which have the ability to detect patients prone to AF, is calculated from it. The detection efficiency is validated on an ECG database of 145 patients including a control group and a study group with documented AF. A discriminant analysis is applied and the results obtained show a specificity and a sensitivity between 65% and 70%.

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作者
Lepage, R.; Boucher, J.; Blanc, J.; Cornilly, J.;
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年度 2001
页码 1-6
总页数 6
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Electrocardiography; Arrhythmia; Data bases; Detection; Diagnosis(Medicine); Markov processes; Discriminate analysis; Electrophysiology; Af(Atrial fibrillation); P-waves; Foreign reports;

机译：心电图;心律失常;数据库;检测;诊断（医学）;马尔可夫过程;判别分析;电生理学; af（心房颤动）; p波;外国报道;

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专利

1. Automatic P-wave analysis of patients prone to atrial fibrillation. [J] . Clavier L, Boucher JM, Lepage R, Medical and Biological Engineering and Computing: Journal of the International Federation for Medical and Biological Engineering . 2002,第1期

机译：易于发生房颤的患者的自动P波分析。
2. Signal-averaged P-wave ECG discriminates between persistent and paroxysmal atrial fibrillation. [J] . Santoni-Rugiu F, Verma R, Mehta D, Journal of Electrocardiology: An International Publication for the Study of the Electrical Activities of the Heart . 2001,第3期

机译：信号平均P波心电图可区分持续性和阵发性房颤。
3. A genotype-dependent intermediate ECG phenotype in patients with persistent lone atrial fibrillation genotype ECG-phenotype correlation in atrial fibrillation. [J] . Husser D, Stridh M, Sornmo L, Circulation. Arrhythmia and electrophysiology . 2009,第1期

机译：心房颤动伴有持续性孤立性心房颤动的基因型依赖型中间心电表型。
4. ECG segmentation and p-wave feature extraction: application to patients prone to atrial fibrillation [C] . Ronan Lepage, Jean-Marc Boucher, Jean-Jacques Blanc, Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2001

机译：ECG分段和P波特征提取：适用于易于心房颤动的患者
5. Contributions to the methodology of electrocardiographic imaging (ECGI) and application of ECGI to study mechanisms of atrial arrhythmia, post myocardial infarction electrophysiological substrate, and ventricular tachycardia in patients. [D] . Wang, Yong. 2009

机译：对心电图成像（ECGI）的方法和ECGI在研究房性心律失常，心肌梗死后电生理底物和患者室性心动过速的机制方面的贡献。
6. Effectiveness of P-wave ECG index and left atrial appendage volume in predicting atrial fibrillation recurrence after first radiofrequency catheter ablation [O] . Ruibin Li, Xiaohong Yang, Min Jia, 2021

机译：P波ECG指数及左心房阑尾体积在第一次射频导管消融后预测心房颤动复发中的效果
7. P-Wave Morphology and Electrical Activity of the Isolated Left Atrial Appendage on 12-lead ECG in Patients with Recurrent Atrial Tachyarrhythmias After Pulmonary Vein Isolation [O] . T. Lin, A. Rillig, A. Metzner, 2016

机译：肺静脉分离术后复发性心房心律失常患者12-铅ECG的孤立左心房阑尾的P波形态和电力活动

ECG Segmentation and P-Wave Feature Extraction: Application to Patients Prone to Atrial Fibrillation.

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