Abram Hindle

Multilabel 12-Lead Electrocardiogram Classification Using Beat to Sequence Autoencoders

The 12-lead electrocardiogram (ECG) measures the electrical activity of the heart for physicians to use in diagnosing cardiac disorders. This paper investigates the multi-label, multi-class classification of ECG records into one or more of 27 possible medical diagnoses. Our multi-step approach uses…