R. Sameni, C. Jutten, and M. B. Shamsollahi,
A
Deflation Procedure for Subspace Decomposition,
IEEE Transactions on Signal Processing,
2009 [accepted, in press]. -
T. Tsalaile, R. Sameni, S. Sanei, C. Jutten, and J. Chambers, Sequential Blind Source Extraction For Quasi-Periodic Signals With Time-Varying Period, IEEE Transactions on Biomedical Engineering,
Vol. 56, No. 3, pp. 646-655,
Mar. 2009 [pdf] R. Sameni, C. Jutten, and M.B Shamsollahi, Multichannel Electrocardiogram Decomposition using Periodic Component Analysis, IEEE Transactions on Biomedical Engineering, Vol. 55, No. 8, pp. 1935-1940, Aug. 2008 [pdf] R. Sameni, M.B Shamsollahi, and C. Jutten, Model-Based Bayesian Filtering of Cardiac Contaminants from Biomedical Recordings, Physiological Measurements, Vol. 29, No. 5, pp. 595-613, May 2008 [pdf] R. Sameni, M.B Shamsollahi, C. Jutten, and G.D Clifford, A Nonlinear Bayesian Filtering Framework for ECG Denoising, IEEE Transactions on Biomedical Engineering, Vol. 54, No. 12, pp. 2172-2185, Dec. 2007 [pdf, overview] R. Sameni, G.D Clifford, C. Jutten, and M.B Shamsollahi, Multichannel ECG and Noise Modeling: Application to Maternal and Fetal ECG Signals, EURASIP Journal on Advances in Signal Processing, Volume 2007, Article ID 43407, doi:10.1155/2007/43407 [pdf, overview]
Selected conference papers |
C. Gouy-Pailler, R. Sameni, M. Congedo, C. Jutten,
Iterative Subspace Decomposition for Ocular Artifact Removal from
EEG Recordings,
Proceedings of the 8th International Conference on Independent
Component (ICA 2009), Paraty, Brazil, pp. 419-426, March 15-18, 2009
[pdf] -
L. Moraru, R. Sameni, U. Schneider, C. Jutten, J. Haueisen and D.
Hoyer,
Identification of fetal auditory evoked cortical responses using a
denoising method based on periodic component analysis,
Proc. of the 4th European Medical and Biological Engineering
Conference EMBEC’08, Antwerp, Belgium, Nov. 23-27, 2008.
-
M. Congedo, C. Jutten, R Sameni, and C. Gouy-Pailler,
A
new General Weighted Least-Squares Algorithm for Approximate Joint Diagonalization,
Proceedings of the 4th International BCI Workshop, June 2008
[pdf]
-
G.D. Clifford,
S
Nemati,
and R.
Sameni,
An Artificial Multi-Channel Model for Generating Abnormal, Electrocardiographic Rhythms,
Proc. 35th Annual International Conference on Computers in Cardiology, Bologna, Italy, Sep. 14-17, 2008 [abstract] L. Amini and R. Sameni and C. Jutten and G.A. Hossein-Zadeh and H. Soltanian-Zadeh, MR Artifact Reduction in the Simultaneous Acquisition of EEG and fMRI of Epileptic Patients, [to appear in] Proc. of the 16th European Signal Processing Conference (EUSIPCO 2008, Lausanne, Switzerland, Aug. 25-29, 2008 [pdf] R. Sameni, M.B Shamsollahi, C. Jutten, Multi-Channel Electrocardiogram Denoising Using a Bayesian Filtering Framework, Proc. of the 33rd Annual International Conference on Computers in Cardiology, Valencia, Spain, Sep. 17-20, 2006 [pdf, slides] C. Jutten, R. Sameni, H. Hauksdottir, On the Relevance of Independent Components, ICA Research Network International Workshop (ICArn 2006), Liverpool, UK, Sep. 18-19, 2006 [invited paper] [pdf, slides] R. Sameni, C. Jutten, and M. B. Shamsollahi, What ICA Provides for ECG Processing: Application to Noninvasive Fetal ECG Extraction, Proc. of the International Symposium on Signal Processing and Information Technology (ISSPIT'06), Vancouver, Canada, Aug. 27-30, 2006, pp. 656-661 [pdf, slides] R. Sameni, F. Vrins, F. Parmentier, C. Herail, V. Vigneron, M. Verleysen, C. Jutten, and M.B Shamsollahi, Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria, Proc. of the 26th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2006), CNRS, Paris, France, Jul. 8-13, 2006 [pdf, slides] R. Sameni, M.B Shamsollahi, C. Jutten, M. Babaie-Zadeh Filtering Noisy ECG Signals Using the Extended Kalman Filter Based on a Dynamic ECG Model, Proc. of the 32nd Annual International Conference on Computers in Cardiology, Lyon, France, Sep. 25-28, 2005, vol. 32, pp. 1017-1020 [pdf, slides] R. Sameni, M.B Shamsollahi, C. Jutten, Filtering Electrocardiogram Signals Using the Extended Kalman Filter, Proc. of the 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Shanghai, China, Sep. 1-4, 2005, pp. 5639-5642 [pdf, slides] R. Sameni, M.B Shamsollahi, L. Senhadji, Processing Polysomnographic Signals, using Independent Component Analysis, Proc. of the International Conference on Biomedical Engineering (BIOMED 2004), Innsbruck, Austria, Feb. 2004, pp. 193-196 [pdf, slides] R. Sameni, M.B Shamsollahi, Discrimination Of EEG Signals During The Performance Of Different Mental Tasks, Proc. of the World Congress on Medical Physics and Biomedical Engineering, Sydney, Australia, [CD-ROM] ISBN 1877040142, Paper No. 4251, Aug. 24-29, 2003 [abstract, poster]
Lecture notes |