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. Author manuscript; available in PMC: 2022 Mar 13.
Published in final edited form as: JACC Cardiovasc Imaging. 2021 Oct 13;15(3):395–410. doi: 10.1016/j.jcmg.2021.08.004

Central Illustration: Deep Learning Based Identification of Left and Right Ventricular Dysfunction from the Electrocardiogram workflow.

Central Illustration:

Demonstration of machine learning workflow. ECGs are preprocessed, and analyzed using a neural network. Followed by calculation of results and saliency maps.

Red: Left heart, Blue: Right heart