Literature DB >> 20433054

Determination of a new VLF band in HRV for ventricular tachyarrhythmia patients.

Suleyman Bilgin1, Omer H Colak, Ovunc Polat, Etem Koklukaya.   

Abstract

This study presents a new very low frequency (VLF) band range in ventricular tachyarrhythmia patients and involves an approach for estimation of effect of VLF band on ventricular tachyarrhythmia patients. A model based on wavelet packets (WP) and multilayer perceptron neural network (MLPNN) is used for determination of effective VLF band in heart rate variability (HRV) signals. HRV is decomposed into sub-bands including very low frequency parts and variations of energy are analyzed. Domination test is done using MLPNN and dominant band is determined. As a result, a new VLF band was described in 0.0039063-0.03125 Hz frequency range. This method can be used for other bands or other arrhythmia patients. Especially, estimation of dominant band energy using this method can be helped to diagnose for applications where have important effect of characteristic band.

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Year:  2010        PMID: 20433054     DOI: 10.1007/s10916-008-9227-8

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  4 in total

Review 1.  Heart rate variability: a review.

Authors:  U Rajendra Acharya; K Paul Joseph; N Kannathal; Choo Min Lim; Jasjit S Suri
Journal:  Med Biol Eng Comput       Date:  2006-11-17       Impact factor: 2.602

2.  Changes in Heart Rate Variability in patients under local anesthesia.

Authors:  K Shafqat; S K Pal; S Kumari; P A Kyriacou
Journal:  Annu Int Conf IEEE Eng Med Biol Soc       Date:  2007

3.  Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology.

Authors: 
Journal:  Circulation       Date:  1996-03-01       Impact factor: 29.690

4.  A wavelet-based heart rate variability analysis for the study of nonsustained ventricular tachycardia.

Authors:  Szi-Wen Chen
Journal:  IEEE Trans Biomed Eng       Date:  2002-07       Impact factor: 4.538

  4 in total
  3 in total

1.  Determination of Fatigue Following Maximal Loaded Treadmill Exercise by Using Wavelet Packet Transform Analysis and MLPNN from MMG-EMG Data Combinations.

Authors:  Gürkan Bilgin; I Ethem Hindistan; Y Gül Özkaya; Etem Köklükaya; Övünç Polat; Ömer H Çolak
Journal:  J Med Syst       Date:  2015-08-15       Impact factor: 4.460

2.  Residual vasomotor activity assessed by heart rate variability in a brain-dead case.

Authors:  Calixto Machado; Mario Estevez; Jesus Perez-Nellar; Adam Schiavi
Journal:  BMJ Case Rep       Date:  2015-04-01

3.  Presenting an efficient approach based on novel mapping for mortality prediction in intensive care unit cardiovascular patients.

Authors:  Mohammad Karimi Moridani; Yashar Haghighi Bardineh
Journal:  MethodsX       Date:  2018-10-09
  3 in total

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