In this paper analysis of „ Electrocardiogram (ECG) PQRSTU-waveforms and prediction of

particular decease infection or state of a patient is done using Genetic Algorithm and Artificial Neural

Network (ANN), precise Electrocardiogram (ECG) classification to diagnose patient‟ s condition is essential.

For classification of such difficult-to-diagnose-signals, i.e. ECG signal, classification is performed using

various pulses,