A novel convolutional neural network for reconstructing surface electrocardiograms from intracardiac electrograms and vice versa

Author:

Banta Anton,Cosentino Romain,John Mathews M.,Post Allison,Buchan Skylar,Razavi Mehdi,Aazhang Behnaam

Funder

National Heart, Lung, and Blood Institute

Publisher

Elsevier BV

Subject

Artificial Intelligence,Medicine (miscellaneous)

Reference68 articles.

1. Epidemiology and risk profile of heart failure;Bui;Nat Rev Cardiol,2011

2. Cardiac pacemakers from the patient’s perspective;Wood;Circulation,2002

3. Surface electrocardiogram reconstruction from cardiac prothesis electrograms;Gentil,2005

4. Surface ecg reconstruction from intracardiac egm: a pca-vectorcardiogarm method;Kachenoura,2007

5. Using intracardiac vectorcardiographic loop for surface ECG synthesis;Kachenoura;EURASIP J Adv Signal Process,2008

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1. A Novel Method for 12-Lead ECG Reconstruction;2023 57th Asilomar Conference on Signals, Systems, and Computers;2023-10-29

2. Evidence-Based Analysis of the Emergency Temporary Cardiac Pacing (Electrical Stimulation from Metal Wire Electrode);Bioinorganic Chemistry and Applications;2021-08-25

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