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Independent component analysis: fetal signal reconstruction from magnetocardiographic recordings.

Abstract:

Independent component analysis (ICA) was used for the processing of cardiological signals obtained by means of fetal magnetocardiography (fMCG), a technique allowing the non-invasive recording of the weak magnetic field variations associated to the electrical activity of the fetal heart. Purpose of the present work was to verify whether a computational-light ICA algorithm (FastICA), tailored to the characteristics of fMCG, could reconstruct reliable signals of the fetal cardiac activity durin...

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Publisher copy:
10.1016/j.cmpb.2003.12.005

Authors


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Institution:
University of Oxford
Division:
MSD
Department:
Experimental Psychology
Role:
Author
Journal:
Computer methods and programs in biomedicine More from this journal
Volume:
75
Issue:
2
Pages:
163-177
Publication date:
2004-08-01
DOI:
EISSN:
1872-7565
ISSN:
0169-2607
Language:
English
Keywords:
Pubs id:
pubs:364136
UUID:
uuid:8a2d23ed-8121-4e31-a4ae-23217c30d29f
Local pid:
pubs:364136
Source identifiers:
364136
Deposit date:
2013-11-16

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