A PVC BEATS RECOGNITION USING FUZZY CLASSIFIER

2010 ◽  
Vol 10 (02) ◽  
pp. 327-339
Author(s):  
M. A. CHIKH ◽  
OMAR BEHADADA

This article describes a fuzzy classifier for the identification of premature ventricular complexes (PVCs) in surface electrocardiograms (ECGs). The classifier uses features extracted from the ECG beat, such as the width of QRS complex and RR interval. The performance of the algorithm is evaluated on the MIT-BIH Arrhythmia Database following the AAMI recommendations. The results of the experiments of the recognition of PVCs have confirmed the reliability and advantage of the proposed approach.

EP Europace ◽  
2020 ◽  
Vol 22 (Supplement_1) ◽  
Author(s):  
S Demir ◽  
T Akgun ◽  
K Gulsen ◽  
A Kup ◽  
A Uslu ◽  
...  

Abstract Background There is significant interpatient variability regarding the timing of the earliest local activation relative to surface QRS during premature ventricular complex (PVC) ablation. The aim of the present study is to evaluate whether catheter-induced premature ventricular complexes (PVCs) produced at the presumptive ablation site may aid in the identification of the optimal timing of the earliest local activation for the successful ablation of clinical PVCs. Methods Sixty-three consecutive patients (35 males, age: 53.5 ± 14.4 years) without any exclusion criteria who had undergone PVC ablation between 01/07/2018 and 01/07/2019 constituted our study population.  Catheter-induced PVCs were generated at the site with presumptive PVC origin according to the ECG criteria during the procedure of PVC ablation. Five PVCs were induced by mechanical stimulation in separate points, and the time interval between the beginning of EGM at catheter tracing and the beginning of the QRS complex of each catheter-induced PVC was noted. The mode of five time intervals (Cath EGM-ECG) was used in the analysis. The time interval between the beginning of local EGM of clinical PVCs at the earliest site and the beginning of the QRS complex of clinical PVCs (PVC earliest EGM-ECG) was also noted. The value of Cath EGM-ECG as a reference for procedural success of ablation was evaluated by examining the relationship between Cath EGM-ECG and PVC earliest EGM-ECG. Results Fifty-two patients had successful ablation, and 43 of them (82.7%) had PVC earliest EGM-ECG values greater than or equal to Cath EGM-ECG. Eleven patients had procedural failure, and all of them had PVC earliest EGM-ECG values lower than Cath EGM-ECG (Table 1). A PVC earliest EGM-ECG value -1.5 ms greater than Cath EGM-ECG predicted successful ablation with a sensitivity of 90.4% and a specificity of 100.0% in the general patient population (Figure 1). Conclusion The results of the present study indicate that catheter-induced PVCs generated at the site of the presumptive source of origin of clinical PVCs may guide the timing of the earliest site during clinical PVC ablation. Further studies are required to validate our results and test the predictive value of Cath EGM- ECG interval for long-term success of PVC ablation. Table 1 PVC earliest EGM-ECG < Cath EGM- ECG PVC earliest EGM-ECG ≥ Cath EGM- ECG Ablation successful (n:52) 9 (17.3%) 43 (82.7%) Ablation not successful (n:11) 11 (100.0%) 0 (0%) Outcome of ablation in general patient population according to the relationship between PVC earliest EGM-ECG and Cath EGM- ECG Abstract Figure 1


2005 ◽  
Vol 72 (4) ◽  
Author(s):  
J. Ker ◽  
E.C. Webb

In this study we evaluated the validity of well-known human electrocardiographic markers of myocardial pathology in Dorper sheep. These markers include: the duration of the QRS complex of premature ventricular complexes (PVCs), the presence of notching of the QRS complex of PVCs and change of the ST-segment of PVCs. It was shown that these three electrocardiographic phenomena correlate with myocardial pathology in the hearts of Dorper sheep. We also describe a new electrocardiographic indicator of myocardial pathology, namely an increase in the frequency of cardiac memory T waves as a new electrocardiographic surrogate for myocardial pathology in the hearts of Dorper sheep.


Author(s):  
Shila Dhande

The system “LabVIEW based ECG signal acquisition and analysis” is developed to assist patients and doctors in health care. An arrhythmia is an abnormal heart rhythm. It may be so brief that it doesn’t change the overall heart rate, but it can cause the heart rate to be too slow or too fast. When arrhythmias are severe or last long enough, the heart may not be able to pump enough blood to the body. This can cause the patient to feel tired, lightheaded or may make him pass out. It can also cause death. Before treatment, it’s important for the doctor to know where an arrhythmia starts in the heart and whether it’s abnormal. An electrocardiogram (ECG) is often used to diagnose arrhythmias. “LabVIEW based ECG signal acquisition and analysis” is meant to acquire ECG signals from the patient and analyze it to detect and classify its anomalies and abnormalities. This is achieved by extracting amplitudes and durations of parameters of ECG waveform such as P wave, QRS complex, RR interval, and PR durations. These parameters are compared with the normal values to determine the type of abnormality- Tachycardia or Bradycardia. The database of the patient is maintained for further use by the doctor. The objective of LabVIEW based ECG signal acquisition and analysis aims at acquiring and analyzing temporal parameters of ECG signal such as P wave, QRS complex, RR interval, PR durations and amplitudes of the P wave, ST wave, identification of cardiac arrhythmia using LabVIEW. The research work has helped us to explore various features of LabVIEW like signal processing and automated database generation.


2005 ◽  
Vol 72 (4) ◽  
pp. 273-277 ◽  
Author(s):  
J. Ker ◽  
E.C. Webb

In this study we evaluated the validity of well-known human electrocardiographic markers of myocardial pathology in Dorper sheep. These markers include: the duration of the QRS complex of premature ventricular complexes (PVCs), the presence of notching of the QRS complex of PVCs and change of the ST-segment of PVCs. It was shown that these three electrocardiographic phenomena correlate with myocardial pathology in the hearts of Dorper sheep. We also describe a new electrocardiographic indicator of myocardial pathology, namely an increase in the frequency of cardiac memory T waves as a new electrocardiographic surrogate for myocardial pathology in the hearts of Dorper sheep.


2015 ◽  
Vol 7 ◽  
pp. 6-8 ◽  
Author(s):  
Konstantinos C. Siontis ◽  
Malini Madhavan ◽  
Suraj Kapa ◽  
Samuel J. Asirvatham ◽  
Peter A. Noseworthy

2002 ◽  
Vol 20 (5) ◽  
pp. 0492-0493 ◽  
Author(s):  
Cem Oktay ◽  
Mustafa Kesapli ◽  
Emre Altekin
Keyword(s):  

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