Finally, we employ knowledge distillation to transfer knowledge from the ECG decoder to the heart sound decoder. We present three anomaly type datasets and extensive experiments conducted on both ...

However, it is challenging to perform cardiac arrhythmia detection because of these limitations: 1) the abnormal ECG signals vary in different scales; 2) the temporal and spatial dependencies in ECG ...

ECG Challenge: Cardiac Abnormalities After Aortic Valve Replacement At a routine follow-up after an aortic valve replacement, a 56-year-old woman complains of fatigue and chest discomfort.

The deep neural network models using the raw ECG waveforms outperformed the logistic regression ... Second, we did not exclude ECGs based on abnormalities relating to medical conditions such as ...

ECG markers and their association with stroke ... Several markers of atrial or atrioventricular nodal abnormalities such a intervals of P wave, PR, terminal velocity, P morphology, P area and ...