Identification of cardiac arrhythmias by means of Wavelet Packet-based features. Martínez-Tabares, F., J., Peluffo-Ordóñez, D., H., Castro-Hoyos, C., & Castellanos-Domínguez, G. In SIPAIM 2011, 2011.
Identification of cardiac arrhythmias by means of Wavelet Packet-based features [link]Website  abstract   bibtex   
Cardiac arrhythmias are important indicators of heart diseases, they refer to electrical conduction problems and therefore their diagnosis is of high clinical interest. However, timely detection is difficult due to factors such as computational cost, large amount of heartbeats per record, morphology variability, infrequency and irregularity of pathological heartbeats. In this work, wavelet transform computed through wavelet packets is applied over electrocardiographic (ECG) signals as a method to characterize and identify normal ECG signals and some arrhythmias such as atrial fibrilation (AF) and life threaded arrhythmias, drawn from MIT databases.
@inproceedings{
 title = {Identification of cardiac arrhythmias by means of Wavelet Packet-based features},
 type = {inproceedings},
 year = {2011},
 keywords = {atrial fibrillation,ecg,energy,wavelet packet},
 websites = {https://www.researchgate.net/publication/303722554_Identification_of_cardiac_arrhythmias_by_means_of_Wavelet_Packet-based_features},
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 abstract = {Cardiac arrhythmias are important indicators of heart diseases, they refer to electrical conduction problems and therefore their diagnosis is of high clinical interest. However, timely detection is difficult due to factors such as computational cost, large amount of heartbeats per record, morphology variability, infrequency and irregularity of pathological heartbeats. In this work, wavelet transform computed through wavelet packets is applied over electrocardiographic (ECG) signals as a method to characterize and identify normal ECG signals and some arrhythmias such as atrial fibrilation (AF) and life threaded arrhythmias, drawn from MIT databases.},
 bibtype = {inproceedings},
 author = {Martínez-Tabares, F. J. and Peluffo-Ordóñez, D. H. and Castro-Hoyos, C. and Castellanos-Domínguez, G.},
 booktitle = {SIPAIM 2011}
}

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