Deep Learning for Automated Electrocardiogram Analysis: Real-Time Arrhythmia Classification Using 1D-CNN
Cardiac arrhythmias serve as important biomarkers of cardiovascular disease and therefore require continuous, accurate and timely monitoring to enable clinical intervention. Ambulatory electrocardiogram (ECG) recordings produce large volumes of data, making manual review for diagnosis labor-intensive and subject to fat...