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Title: Reduction of artifacts in 12-channel ECG signals using FastICA algorithm
Authors: Agrawal, Gracee
Singh, Manju
Singh, V R
Singh, H R
Keywords: Artifacts reduction;Blind source separation;ECG;Fast ICA algorithm;Independent component analysis
Issue Date: Jan-2008
Publisher: CSIR
Abstract: ECG signals are required to be reduced for accurate and easier diagnosis in clinical resting ECG, ambulatory ECG, exercise ECG and long-term ECG monitoring. In this paper, Fast ICA algorithm has been used for reducing artifacts and noise from 12- channel ECG recordings. A Graphical User Interface is also made for the same purpose.
Page(s): 43-48
ISSN: 0022-4456
Appears in Collections:JSIR Vol.67(01) [January 2008]

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