Adding HODMD-derived mode images to the training set improved cardiac disease classification accuracy on held-out videos by up to 22 percentage points.
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A Novel Data Augmentation Tool for Enhancing Machine Learning Classification: A New Application of the Higher Order Dynamic Mode Decomposition for Improved Cardiac Disease Identification
Adding HODMD-derived mode images to the training set improved cardiac disease classification accuracy on held-out videos by up to 22 percentage points.