We classify various cardiovascular conditions from Electrocardiogram (ECG) images [1]. We also study the ECG of COVID-19 patients to identify potential cardiac injury due to SARS CoV 2. We perform both image and time series classification. Our 1D CNN model using time series achieves 95 % accuracy in classifying cardiac disorders including COVID-19.
Perform image and time series classification of various cardiovascular conditions as well as COVID-19 using Electrocardiogram data.
hardikroutray/ECG
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Perform image and time series classification of various cardiovascular conditions as well as COVID-19 using Electrocardiogram data.