Özet:

Abstract One of the most vital portions of the humanoid body is the heart, which circulates blood throughout the body and transports oxygen, nutrition, and waste products. Yet, the shift in lifestyle and environmental aspects results in an aberrant heart's ability to beat. Cardiovascular diseases (CVDs) are the leading reason of demise worldwide and the biggest health concern in the modern world, impacting people of all ages. Heart and blood vascular illnesses are grouped together as CVDs. Cardiovascular diseases include cardiac arrhythmias (CAs), which are primarily categorized as atrial and ventricular arrhythmias. Around 61% of the world's population has a CVD, according to WHO estimates. ECG is primarily utilized to diagnose CAs, despite the fact that a variety of medical tools including phono cardiography, ECG (electrocardiography), etc. are obtainable to analyze cardiac problems. This is a low-cost, non-invasive instrument that is accessible in both rural and urban primary health centers. Power-line noise, baseline wander noise, and other environmental contaminants frequently corrupt the ECG signals. In all medical methods, signal degradation brought on by artifacts is quite common and tends to change the signal pattern. As a result, there has been a rise in the need for cutting-edge equipment to perform precise ECG analysis and parameter evaluation. Thus, it is essential to create a model for accurate ECG analysis.

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