A qualitative comparison of Artificial Neural Networks and Support Vector Machines in ECG arrhythmias classification

Support vector machine-based arrhythmia classification using reduced features of heart rate variability signal

Babak Mohammadzadeh Asl, Seyed Kamaledin Setarehdan, Maryam Mohebbi · Artificial Intelligence in Medicine · 2008 · 379 citations

Data Classification, Support Vector Machine, Electrophysiological Evaluation +9

ECG beat classifier designed by combined neural network model

İnan Güler, Elif Derya Übeylï · Pattern Recognition · 2004 · 323 citations

Electrophysiological Evaluation, Engineering, Biosignal Processing +5

Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network

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

Electrocardiogram Beat Classification, Electrophysiological Evaluation, Engineering +11

A fuzzy clustering neural network architecture for classification of ECG arrhythmias

Yüksel Özbay, Rahime Ceylan, Bekir Karlık · Computers in Biology and Medicine · 2005 · 253 citations

Electrophysiological Evaluation, Fuzzy Logic, Engineering +8

ECG beat classification using neuro-fuzzy network

Mehmet Engin · Pattern Recognition Letters · 2004 · 234 citations

Electrophysiological Evaluation, Fuzzy Logic, Engineering +5