Ectopic beats detection and correction methods: A review

D Nabil, FB Reguig - Biomedical Signal Processing and Control, 2015 - Elsevier
The present paper is concerned with a review and evaluation of different methods that are
intended to detect and correct ectopic beats. Ectopic beats are abnormal beats that are due …

QRS template matching for recognition of ventricular ectopic beats

V Krasteva, I Jekova - Annals of biomedical engineering, 2007 - Springer
We propose a quasi real-time method for discrimination of ventricular ectopic beats from
both supraventricular and paced beats in the electrocardiogram (ECG). The heartbeat …

An efficient method for ECG beat classification and correction of ectopic beats

J Mateo, AM Torres, A Aparicio, JL Santos - Computers & Electrical …, 2016 - Elsevier
The analysis of the surface Electrocardiogram (ECG) is the most extended non-invasive
technique in cardiological diagnosis. The ectopic beats are heart beats remarkably different …

Superiority of classification tree versus cluster, fuzzy and discriminant models in a heartbeat classification system

V Krasteva, I Jekova, R Leber, R Schmid, R Abächerli - PloS one, 2015 - journals.plos.org
This study presents a 2-stage heartbeat classifier of supraventricular (SVB) and ventricular
(VB) beats. Stage 1 makes computationally-efficient classification of SVB-beats, using …

Heartbeat classification using support vector machines (SVMs) with an embedded reject option

Z Zidelmal, A Amirou, A Belouchrani - International Journal of …, 2012 - World Scientific
In this paper, we introduce a new system for ECG beat classification using support vector
machines classifier with a double hinge loss. The proposed classifier rejects samples that …

Reliable resource-constrained telecardiology via compressive detection of anomalous ECG signals

BS Chandra, CS Sastry, S Jana - Computers in biology and medicine, 2015 - Elsevier
Telecardiology is envisaged as a supplement to inadequate local cardiac care, especially, in
infrastructure deficient communities. Yet the associated infrastructure constraints are often …

[PDF][PDF] Reconnaissance d'arythmies cardiaques par Support Vector Machines (SVMs)

Z Zidelmal - 2012 - fdsp.ummto.dz
THÈSE Reconnaissance d’arythmies cardiaques par Support Vector Machines (SVMs) Page 1
Ministère de l’Enseignement Supérieur et de la Recherche Scientifique UNIVERSITÉ …

An efficient method for ectopic beats cancellation based on radial basis function

J Mateo, A Torres, JJ Rieta - 2011 Annual International …, 2011 - ieeexplore.ieee.org
The analysis of the surface Electrocardiogram (ECG) is the most extended noninvasive
technique in cardi-ological diagnosis. In order to properly use the ECG, we need to cancel …

[PDF][PDF] Rhythm Analysis by Heartbeat Classification in the Electrocardiogram

I Christov, I Jekova, V Krasteva, I Dotsinsky… - International Journal …, 2009 - biomed.bas.bg
The morphological and rhythm analysis of the electrocardiogram (ECG) is based on
ventricular beats detection, wave parameters measurement, as amplitudes, widths …

Using Support Vector Machines (SVMs) with reject option for heartbeat classification

Z Zidemal, A Amirou, A Belouchrani - International Conference on …, 2009 - scitepress.org
In this paper, we introduce a new system for ECG beat classification using Support Vector
Machines (SVMs) classifier with a double hinge loss. This classifier has the option to reject …