DocumentCode :
2880869
Title :
Analysis of spatial variation in the atrial fibrillation frequency from the multi-channel magnetocardiogram
Author :
Langley, P. ; Steinhoff, U. ; Trahms, L. ; Oeff, M. ; Murray, A.
Author_Institution :
Newcastle Univ., Newcastle upon Tyne, UK
fYear :
2003
fDate :
21-24 Sept. 2003
Firstpage :
137
Lastpage :
140
Abstract :
During a magnetocardiography (MCG) study, a patient was recorded while in atrial fibrillation (AF), and we used this opportunity to conduct a pilot study of the spatial characteristics of the AF signal. Forty nine MCG channels were recorded. Atrial activity was isolated by the selection of a QRST-free section of AF. Fourier analysis identified the frequency characteristics of the atrial signal. Principal component analysis (PCA) was used to identify independent components in the atrial signal. Several discrete frequency peaks in the range 4 to 9 Hz were observed which were spatially grouped. PCA separated these frequencies into discrete components. The characteristics of the atrial signals may be associated with different re-entrant pathways.
Keywords :
Fourier analysis; magnetocardiography; medical signal processing; principal component analysis; 4 to 9 Hz; Fourier analysis; QRST-free section; atrial activity; atrial fibrillation frequency; multi-channel magnetocardiogram; principal component analysis; re-entrant pathways; spatial variation analysis; Atrial fibrillation; Frequency; Magnetic analysis; Magnetic field measurement; Magnetic separation; Principal component analysis; Sensor arrays; Signal analysis; Signal processing; Spatial resolution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers in Cardiology, 2003
ISSN :
0276-6547
Print_ISBN :
0-7803-8170-X
Type :
conf
DOI :
10.1109/CIC.2003.1291109
Filename :
1291109
Link To Document :
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