Browsing Administrative Staff Authors by Subject "ECG classification performance ECG database Frank lead ECG automatic classification automatic feature selection classifier model disease categories feature sets linear discriminants logistic discriminants multiple runs quadratic discriminants selected time-domain features seven-way accuracy standard cardiology features ten-fold cross-validation time-domain samples wavelet-based features"
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Automatic classification of ECG beats using waveform shape and heart beat interval features
(IEEE, 2003)The paper presents the classification performance of an automatic classifier of the electrocardiogram (ECG) for the detection of normal, premature ventricular contraction and fusion beat types. Both linear discriminants ... -
A comparison of the ECG classification performance of different feature sets
(IEEE, 2000)This study investigates the automatic classification of the Frank lead ECG into different disease categories. A comparison of the performance of a number of different feature sets is presented. The feature sets considered ...