Real Time ECG Analysis For Prediction Of Sudden Cardiac Death Using PCA Interpretation
Journal Title: International Journal of Engineering and Science Invention - Year 2018, Vol 7, Issue 2
Abstract
Cardiac arrhythmias are disturbances in the rhythm of the heart, manifested by irregularity or by abnormally fast rates (tachycardias) or abnormally slow rates (bradycardias). However, many patients with arrhythmias report no symptoms, and the condition may first be discovered during a routine examination. In these cases, treatment of the arrhythmia can often return normal function to the ventricles. Also, by identifying these patients having high risk for sudden cardiac arrest, there are the chances for their survival from a fatal arrhythmia by placing a prophylactic implantable cardioverter defibrillator. Considering this situation, an Electrocardiogram (ECG) monitoring system has been designed to interpret the data from the ECG graph and Principle Component Analysis technique has been implemented in a LabVIEW based Virtual Instrument to predict certain chances of sudden cardiac death by analysis of the data acquired from the ECG curve.
Authors and Affiliations
Bhasker Pandey, Dr. Shimi S. L.
Keywords
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