Comparison of two artificial intelligence-augmented ECG approaches: Machine learning and deep learning.

Journal: Journal of electrocardiology

Published Date: Mar 15, 2023

Abstract

BACKGROUND: Artificial intelligence-augmented ECG (AI-ECG) refers to the application of novel AI solutions for complex ECG interpretation tasks. A broad variety of AI-ECG approaches exist, each having differing advantages and limitations relating to their creation and application.

Authors

Anthony H Kashou

Department of Medicine, Mayo Clinic, Rochester, Minnesota.
Adam M May

Cardiovascular Division, Washington University School of Medicine, St. Louis, MO, USA.
Peter A Noseworthy

Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota.

Keywords

Algorithms Arrhythmias, Cardiac Artificial Intelligence Deep Learning Electrocardiography Humans Machine Learning

External Resources

View on PubMed Access via DOI PubMed (36989954)

Comparison of two artificial intelligence-augmented ECG approaches: Machine learning and deep learning.

Abstract

Authors

Keywords

External Resources

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