2015
DOI: 10.17762/ijritcc2321-8169.150156
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DWT and ANN Based Heart Arrhythmia Disease Diagnosis from MIT-BIH ECG Signal Data

Abstract: Abstract-Diagnosis of heart disease is complex. ECG plays an important role for analysis and diagnosis of heart disease. Normally ECG signals are affected by different noises. These noises pollute the ECG signal. For quality diagnosis it is necessary to de noise the ECG signal. After de noising ECG signals, a pure signal is used to detect ECG parameters. Detection of ECG parameters takes an important role in the analysis of ECG signal. The Feature extracted ECG signal applied to ANN for classification to detec… Show more

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Cited by 10 publications
(4 citation statements)
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“…The sensitivity and specificity values of the study were reported as 99.60% and 99.82%, respectively. (Kulkarni 2015) performed an experimental study with a small number of recordings. The morphological features were taken into account in the study, and ANN was employed as a classifier.…”
Section: Discussionmentioning
confidence: 99%
“…The sensitivity and specificity values of the study were reported as 99.60% and 99.82%, respectively. (Kulkarni 2015) performed an experimental study with a small number of recordings. The morphological features were taken into account in the study, and ANN was employed as a classifier.…”
Section: Discussionmentioning
confidence: 99%
“…A QRS wave that may be divided into two halves occurs [2]. Powerful and distinctive equipment in ECG applications has been developed to detect and classify the ECG signal [3]. In addition, the quick detection of heart illness is critical for people who have heart difficulties.…”
Section: Introductionmentioning
confidence: 99%
“…QRS wave that can be separated partitions happens [1,2]. Detection and classification of the ECG has become one of the most notable powerful and unique instruments in the ECG applications [5,6]. Furthermore, the timely diagnosis of heart disease is a very important for humans suffers from heart trouble.…”
Section: Introductionmentioning
confidence: 99%
“…is the weight vector and is the ith node. h(x) transfer object and hidden nodes L are given inEquations 3,4,5.…”
mentioning
confidence: 99%