Mohammad Bagher SHAMSOLLAHI

Professor

Biomedical Signal and Image Processing Laboratory (BiSIPL)
School of Electrical Engineering
Sharif University of Technology
P. O. Box 11356-9363
Tehran, Iran
Tel:   (98) 21 6616 4356
Fax:   (98) 21 6602 3261
Email:   mbshams@sharif.edu
Web:   http://sharif.edu/~mbshams

Educational Background:

·         Ph. D. in Electrical Engineering, University of Rennes 1 (France), [1994-1997]

·         M. Sc. in Electrical Engineering, Sharif University of Technology (Iran), [1989-1991]

·         B. Sc. in Electrical Engineering, Tehran University (Iran), [1984-1988]

Courses Taught:

·         Circuit Theory (I and II)

·         Signals and Systems

·         Biomedical Signal Processing

·         Advanced Biomedical Signal Processing

·         Digital Signal Processing

·         Advanced Digital Signal Processing

·         Time-Frequency Analysis

Fields of Interest:

·         Biomedical Signal and Image Processing

·         Signal and Image Processing

·         Time-Frequency Analysis

·         Wavelets

·         Pattern Recognition

Courses:

·         Fall 2005

1.        Electric Circuits I

2.        Signals and Systems

3.        Time-Frequency Analysis

·         Spring 2006

1.        Electric Circuits I

2.        Biomedical Signal Processing (BSP)

3.        Digital Signal Processing (DSP) (Tarbiat Modares University, Faculty of Engineering)

4.        Wavelets (Tehran University, Institute of Geophysics)

·         Fall 2006

1.        Electric Circuits I

2.        Signals and Systems

3.        Time-Frequency Analysis

4.        Advanced Biomedical Signal Processing (BSP2) (Science & Research Campus of Azad University)

·         Spring 2007

1.        Electric Circuits I

2.        Electric Circuits II

3.        Biomedical Signal Processing (BSP)

·         Fall 2007

1.        Electric Circuits I

2.        Signals and Systems

3.        Time-Frequency Analysis

4.        Advanced Biomedical Signal Processing (BSP2)

·         Spring 2008

1.         Electric Circuits II

2.      Digital Signal Processing (DSP)

3.         Biomedical Signal Processing (BSP)

·         Fall 2008

                    1.        Circuit Theory

                    2.        Time-Frequency Analysis

3.        Advanced Biomedical Signal Processing (BSP2) (Science & Research Campus of Azad University)

 ·         Spring 2009

1.         Signals and Systems

2.      Biomedical Signal Processing (BSP)

3.         Biomedical Engineering Seminar

4.        Advanced Biomedical Signal Processing (BSP2) (Science & Research Campus of Azad University)

·         Fall 2009

                    1.        Circuit Theory

                    2.        Time-Frequency Analysis

3.        Advanced Biomedical Signal Processing (BSP2)

4.        Advanced Biomedical Signal Processing (BSP2) (Science & Research Campus of Azad University)

 ·         Spring 2010

1.      Biomedical Signal Processing (BSP)

2.      Advanced Digital Signal Processing (ADSP) (Grenoble-INP, Ecole PHELMA, Grenoble, France)

·         Fall 2010

                    1.        Circuit Theory

                    2.        Time-Frequency Analysis

3.        Advanced Biomedical Signal Processing (BSP2)

4.        Biomedical Signal Processing (BSP) (Science & Research Campus of Azad University)

 ·         Spring 2011

1.         Signals and Systems

2.      Digital Signal Processing (DSP)

3.      Biomedical Signal Processing (BSP)

4.         Biomedical Signal Processing (BSP) (Science & Research Campus of Azad University)

·         Fall 2011

                    1.        Circuit Theory

2.      Digital Signal Processing (DSP)

                    3.        Time-Frequency Analysis

4.        Advanced Biomedical Signal Processing (BSP2)

5.        Biomedical Signal Processing (BSP) (Science & Research Campus of Azad University)

 ·         Spring 2012

1.         Biomedical Signal Processing (BSP)

2.         Advanced Biomedical Signal Processing (BSP) (Science & Research Campus of Azad University)

Ph.D Students:

1- Behnam Molaee ARDEKANI (Graduated) (in co-tutelle with Prof. Lotfi SENHADJI, LTSI, Rennes 1 Unversity, Rennes, France)

2- Reza SAMENI (Graduated) (in co-tutelle with Prof. Christian JUTTEN, GIPSA-lab, Grenoble-INP, France)

3- Omid SAYADI (Graduated)

4- Sepideh HAJIPOUR (in co-tutelle with Dr. Laurent ALBERA and Dr. Isabelle MERLET, LTSI, Rennes 1 Unversity, Rennes, France)

5- Nasim MONTAZERI (in co-tutelle with Dr. Alfredo HERNANDEZ and Dr. Guy CARRAULT, LTSI, Rennes 1 Unversity, Rennes, France)

6- Mahsa AKHBARI

M.Sc. Students:

1- Vahid ABOUTALEBI (Graduated)

2- Behnam Molaee ARDEKANI (Graduated)

3- Mehrdad YAGHUBI (Graduated)

4- Reza SAMENI (Graduated)

5- Mostafa CHARMI (Graduated)

6- Hani ESKANDARI (Graduated)

7- Javad JAFARIAN SARCHESHMEH (Graduated)

8- Javad JAMEI (Graduated)

9- Ehsan ARBABI (Graduated)

10- Ehsan NEZHAR ARYA (Graduated)

11- Hamid Reza MOHSENI (Graduated)

12- Mohammad AYAT (Graduated)

13- Vahid ESMAEILI (Graduated)

14-  Omid SAYADI (Graduated)

15- Arash VOSOUGHI (Graduated)

16- Sepideh HAJI POUR (Graduated)

17- Hossein MAMAGHANIAN (Graduated)

18- Sharhzad KHARABIAN (Graduated)

19- Nasim MONTAZERI (Graduated)

20- Mohammad NIKNAZAR (Graduated)

21- Fardin AFDIDEH (Graduated)

22- Mahshid NAJAFI (Graduated)

23- Zahra GHANBARI (Graduated)

24- Soheila SAMIEI (Graduated)

25- Ali ALMASI

26- Siavash SAKHAVI

27- Elyas SABETI

Publications:

·         Journal papers:

[1] M.B. Shamsollahi, L. Senhadji, R. Le Bouquin-Jeannes, "Time-Frequency Representations: Theory and Simulations", Journal of Biomedical Eng.: ITBM, Vol. 19, No. 3, pp. 123-149, 1998.

[2] M. B. Shamsollahi, L. Senhadji, R. Le Bouquin-Jeannes, "Bibliographical Review of Applications of Time-Frequency Representations of The Biomedical Signals", Journal of Biomedical Eng.: ITBM, Vol. 19, No.3, pp. 151-165, 1998.

[3] F. Wendling, M.B. Shamsollahi, J. M. Badier, J. J. Bellanger, "Time-Frequency Matching of Warped Depth-EEG Seizure Observations", IEEE Trans. On Biomedical Eng., Vol. 46, No.5, pp. 601-605, 1999.

[4] M.B. Shamsollahi, L. Senhadji, R. Le Bouquin-Jeannes, P. Chauvel, "Representation of Epileptic Seizures by Time-Frequency Signatures", Journal of Biomedical Eng.: ITBM, Vol. 20, No.3, pp. 141-150,1999.

[5] K. Niknam, M.B. Shamsollahi, B. Vosoughi Vahdat, "Biosignals: A General Approche for Analysis", International Journal of Science and Technology Sceintia Iranica, Vol. 12, No. 1, pp. 90-98, 2005.

[6] 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, Dec. 2007. Pdf file.

[7] R. Sameni, G.D Clifford, C. Jutten, and M.B Shamsollahi, "Multi-Channel ECG and Noise Modeling: Application to Maternal and Fetal ECG Signals", EURASIP Journal of Applied Signal Processing, Vol. 2007, Article ID 43407, 2007. Pdf file

[8] A. Roshan-Ghias, M.B. Shamsollahi, M. Mobed, M. Behzad, "Estimation of Modal Parameters Using Bilinear Joint Time-Frequency Distributions", Mechanical Systems and Signal Processing, Vol. 21, No. 5, pp. 2125-2136, 2007. Pdf file

[9] O. Sayadi and M.B. Shamsollahi, "Multi-Adaptive Bionic Wavelet Transform: Application to ECG Denoising and Baseline Wandering Reduction", EURASIP Journal of Applied Signal Processing, Vol. 2007, Article ID 41274, 2007. Pdf file

[10] O. Sayadi and M.B. Shamsollahi, "Model-Based Fiducial Points Extraction for Baseline Wandered Electrocardiograms", IEEE Transactions on Biomedical Engineering, Vol. 55, No. 1, pp.347-351, 2007. Pdf file.

[11] V. Esmaeili, A. Assareh, M.B. Shamsollahi, M. H. Moradi, N. M. Arefian, "Estimating the Depth of Anesthesia Using Fuzzy Soft Computation Applied to EEG Features", Journal of Intelligent Data Analysis, Vol. 12, No. 4, 2007. Pdf file

[12] R. Sameni, C. Jutten, M.B Shamsollahi, "Multichannel Electrocardiogram Decomposition using Periodic Component Analysis", Accepted for Publication, IEEE Transactions on Biomedical Engineering Letters, Vol. 55, No. 8, pp. 1935-1940, 2008. Pdf file.

[13] O. Sayadi and M.B. Shamsollahi, "ECG Denoising and Compression Using a Modified Extended Kalman Filter Structure", IEEE Transactions on Biomedical Engineering, Vol. 55, No. 9, pp. 2240-2248, 2008. Pdf file

[14] R. Sameni, M.B Shamsollahi, C. Jutten, " Model-based Bayesian filtering of cardiac contaminants from biomedical recordings", Physiological Measurement, Vol. 29, pp. 595-613, 2008. Pdf file.

[15] O. Sayadi and M.B. Shamsollahi, "A model-based Bayesian framework for ECG beat segmentation", Physiological Measurement, Vol. 30, pp. 335-352, 2009. Pdf file

[16] O. Sayadi, M.B. Shamsollahi and Gari D. Clifford, "Robust Detection of Premature Ventricular Contractions Using a Wave-Based Bayesian Framework", IEEE Transactions on Biomedical Engineering, Vol. 57, No. 2, pp. 353-362, 2010. Pdf file

[17] B. Molaee-Ardekani, M.B. Shamsollahi, O. Tirel, B. Vosoughi-Vahdat, E. Wodey, L. Senhadji, "Investigation of the modulation between EEG alpha waves and slow/fast delta waves in children in different depths of Desflurane anesthesia", Journal of BioMedical Engineering and Research IRBM, Elsevier, Vol. 31, No. 1, pp. 55-66, 2010. Pdf file

[18] R. Sameni, C. Jutten, M.B Shamsollahi, "A Deflation Procedure for Subspace Decomposition", IEEE Transactions on Signal Processing, Vol. 58, No. 4, pp 2363-2374, 2010. Pdf file

[19] O. Sayadi and M.B. Shamsollahi, "Synthetic ECG Generation and Bayesian Filtering Using a Gaussian Wave-Based Dynamical Model", Physiological Measurement, Vol. 31, pp. 1309-1329, 2010. Pdf file

[20] S. Hajipour, M.B. Shamsollahi, "Discriminating MEG Signals Recorded During Hand Movements Using Selection of Efficient Features", Lecture Notes in Computer Science (LNCS), Springer Press, Accepted for publication.

[21] O. Sayadi, M.B. Shamsollahi, "Life-Threatening Arrhythmia Verification in ICU Patients Using the Joint Cardiovascular Dynamical Model and a Bayesian Filter", IEEE Transactions on Biomedical Engineering, Accepted for publication. Pdf file.