Title
Multilead analysis of T-wave alternans in the ECG using principal component analysis.
Abstract
T-wave alternans (TWA) is a cardiac phenomenon associated with the mechanisms leading to sudden cardiac death. Several methods exist to automatically detect and estimate TWA in the ECG on a single-lead basis, and their main drawback is their poor sensitivity to low-amplitude TWA. In this paper, we propose a multilead analysis scheme to improve the detection and estimation of TWA. It combines princ...
Year
DOI
Venue
2009
10.1109/TBME.2009.2015935
IEEE Transactions on Biomedical Engineering
Keywords
Field
DocType
Electrocardiography,Principal component analysis,Testing,Signal to noise ratio,Communications technology,Stress,Cancer,Electric variables measurement,Electrodes,Heart
Likelihood-ratio test,Computer science,Signal-to-noise ratio,Electronic engineering,T wave alternans,Communication noise,Principal component analysis
Journal
Volume
Issue
ISSN
56
7
0018-9294
Citations 
PageRank 
References 
14
0.90
10
Authors
3
Name
Order
Citations
PageRank
Violeta Monasterio1173.73
Pablo Laguna239463.39
Juan Pablo Martínez346157.73