Skip to Main content Skip to Navigation
Conference papers

Surface ECG reconstruction from intracardiac EGM: a PCA-vectorcardiogarm method

Abstract : Cardiac implantable devices offer improved recording capabilities. Future developments have for objective to facilitate the home check-up of the patient to reduce the health care expenditure. For this purpose, a challenge deals with the patient ECG check-up from the intracardiac ElectroGraMs (EGM) delivered by the implanted prostheses. In this paper we propose a method to reconstruct the surface ECG from a set of EGM signals, based on a 3D representation of the cardiac electrical activity and Principal Component Analysis (PCA). The results, in the case of sinus rhythm, show a correlation coefficient between the real ECG and the reconstructed ECG of about 0.85.
keyword : ECG EGM PCA VCG
Complete list of metadatas

Cited literature [6 references]  Display  Hide  Download

https://www.hal.inserm.fr/inserm-00285668
Contributor : Lotfi Senhadji <>
Submitted on : Friday, June 6, 2008 - 2:22:01 PM
Last modification on : Wednesday, May 16, 2018 - 11:23:08 AM
Long-term archiving on: : Friday, May 28, 2010 - 9:22:45 PM

Identifiers

Collections

Citation

Amar Kachenoura, Fabienne Porée, Alfredo Hernandez, Guy Carrault. Surface ECG reconstruction from intracardiac EGM: a PCA-vectorcardiogarm method. Signals, Systems and Computers, 2007. ACSSC 2007. Conference Record of the Forty-First Asilomar Conference on, Nov 2007, Pacific Grove, CA, United States. pp.761 - 764, ⟨10.1109/ACSSC.2007.4487318⟩. ⟨inserm-00285668⟩

Share

Metrics

Record views

369

Files downloads

496