A comparative study of DWT, CWT and DCT transformations in ECG arrhythmias classification

Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network

Sung‐Nien Yu, Ying-Hsiang Chen · Pattern Recognition Letters · 2007 · 268 citations

Engineering, Cardiology, Electrical Engineering +16

A fuzzy clustering neural network architecture for classification of ECG arrhythmias

Yüksel Özbay, Rahime Ceylan, Bekir Karlık · Computers in Biology and Medicine · 2005 · 254 citations

Medicine, Biomedical Engineering, Cardiology +14

Comparison of FCM, PCA and WT techniques for classification ECG arrhythmias using artificial neural network

Rahime Ceylan, Yüksel Özbay · Expert Systems with Applications · 2006 · 209 citations

Medicine, Biomedical Engineering, Cardiology +16

A decision support system based on support vector machines for diagnosis of the heart valve diseases

Emre Çomak, Ahmet Arslan, İbrahim Türkoğlu · Computers in Biology and Medicine · 2006 · 170 citations

Computing, Biomedical Informatics, Cardiology +16

A support vector machine classifier algorithm based on a perturbation method and its application to ECG beat recognition systems

Nurettin Acır · Expert Systems with Applications · 2005 · 82 citations

Computing, Biomedical Engineering, Cardiology +16