Agrupamento de Arritimias Cardíacas Utilizando ART2

Sérgio R. Rogal Jr. Emerson C. ParaisoCelso A. A. KaestnerMarcus V. M. FigueredoAlfredo B. Neto

The arrhythmias or abnormal rhythms of the heart are common cardiac riots and may cause serious risks to the life of people, being one of the main causes of death. These deaths could be avoided if a previous monitoring of these arrhythmias was carried through, using the Electrocardiogram (ECG) exam. This work raises the hypothesis that ART2 artificial neural networks (ANN) can be used in the clustering of the cardiac arrhythmias. This ANN allows that, at any time, other groups of arrhythmias may be added, without the necessity of a new training phase. In this work, an ART2 neural network is used to detect the normal beatings, the atrial premature contractions (APC) and the premature ventricular contractions (PVC).

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