Noninvasive study of the human heart using independent component analysis

Proceedings - Sixth IEEE Symposium on BioInformatics and BioEngineering, BIBE 2006

Volumn , Issue , 2006, Pages 340-347

  Zhu, Yi ^a   Chen, Tong Lee ^b   Zhang, Wanping ^a   Jung, Tzyy Ping ^c   Duann, Jeng Ren ^c   Makeig, Scott ^d   Cheng, Chung Kuan ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b Intuit Inc   (United States)

^c SoftMax Inc   (United States)

^d UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMEDICAL ENGINEERING; COMPUTER SIMULATION; DISEASES; ELECTROCARDIOGRAPHY; INDEPENDENT COMPONENT ANALYSIS; NONINVASIVE MEDICAL PROCEDURES;

HEART DISEASE; MEDICAL DOCTORS; SEPARATE DISTINCT TEMPORAL COMPONENTS; SPATIAL RESOLUTION; SURFACE MONTAGE;

CARDIOLOGY;

EID: 34547437587     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIBE.2006.253299     Document Type: Conference Paper

References (16)

1. A. K. Barros, A. Mansour, and N. Ohnishi. Removing artefacts from electrocardiographic signals using independent component analysis. Neurocomputing, 22:173-186, 1998.
2. J. Cardoso. High-order contrasts for independent component analysis. Neural Computation, 11(1):157-192, 1999.
3. J. Cardoso and A. Soloumiac. Blind beamforming for non-gaussian signals. IEE Proceedings, 140(46):362-370, 1993.
4. P. Comon. Independent component analysis, a new concept? Signal Processing, 36:287-314, 1994.
5. T. He, G. Clifford, and L. Tarassenko. Application of ica in removing artefacts from the ecg. Nemo Computing and Applications, 12, 2002.
6. A. Hyvaerinen. Survey on independent component analysis. Neural Computation Survey, 2:94-128, 1999.
7. A. Hyvarinen, J. Karhunen, and E. Oja. Independent Component Analysis. John Wiley & Sons, Inc., 2001.
8. T.P. Jung, S. Makeig, T.W. Lee, M.J. Mckeown, G. Brown, A.J. Bell, and T.J. Sejnowski. Independent component anal ysis of biomedical signals. In 2nd International Workshop on Independent Component Analysis and Signal Separation, 2000.
9. T.P. Jung, S. Makeig, M. Mackeown, A. Bell, T. Lee, and T. Sejnowski. Imaging brain dynamics using independent component analysis. Proceedings of The IEEE, 89(7), 2001.
10. T.W. Lee, M. Girolami, A.J. Bell, and T.J. Sejnowski. A unifying information-theoretic framework for independent component analysis. Computers and Mathematics with Applications, 39:1-21, 2000.
11. G. Li and B. He. Localization of the site of origin of cardiac activation by means of a heart-model-based electrocardiographic imaging approach. IEEE Transactions on Biomedical Engineering, 48(9):660-669, June 2001.
12. G. Li, X. Zhang, J. Lian, and B. He. Noninvasive localization of the site of origin of paced cardiac activation in human by means of a 3-d heart model. IEEE Transactions on Biomedical Engineering, 50(9):1117-1120, September 2003.
13. S. Makeig, T.P. Jung, A.J. Bell, D. Ghahremani, and T.J. Sejnowski. Blind separation of auditory event-related brain responses into independent component analysis. Proceeding of National Academy of Science USA, 94:10979-10984, 1997.
14. C. Ramanathan, R.N. Ghanem, P. Jia, K. Ryu, and Y. Ruby. Noninvasive electrocardiographic imaging for cardiac electrophysiology and arrhythmia. Nature Publishing Group of Nature Medicine Advance Online Publication, 2004.
15. S. Tong, A. Bezerianos, and J. Paul et al. Removal of ecg interference from the eeg recordings in smal animals using independent component analysis. Journal of Neuroscience Methods, 108:11-17, 2001.
16. J. O. Wisbeck, A. K. Barros, and R. Ojeda. Application of ica in the separation of artefacts in ecg signals. In Proceedings of International Conference on Neural Information Processing, 1998.