Mohammad Bagher Shamsollahi

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 18

Top Topics

Independent Component Analysis

Maximum Likelihood Estimation

Blind Source Separation

Top Venues

IEEE J. Biomed. Health Informatics

IEEE Signal Process. Lett.

Publications

Sajjad Karimi, Mohammad Bagher Shamsollahi
A New Post-Processing Method Using Latent Structure Influence Models for Channel Fusion in Automatic Sleep Staging. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Sajjad Karimi, Mohammad Bagher Shamsollahi
Tractable Maximum Likelihood Estimation for Latent Structure Influence Models With Applications to EEG & ECoG Processing. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Ehsan Mohammadi, Bahador Makkiabadi, Mohammad Bagher Shamsollahi, Parham Reisi, Saeed Kermani
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake-Sleep Classification. Int. J. Neural Syst. 32 (2) (2022)
Hamid Niknazar, Ali Motie Nasrabadi, Mohammad Bagher Shamsollahi
A new blind source separation approach based on dynamical similarity and its application on epileptic seizure prediction. Signal Process. 183 (2021)
Nasim Montazeri Ghahjaverestan, Mohammad Bagher Shamsollahi, Di Ge, Alain Beuchée, Alfredo I. Hernández
Apnea bradycardia detection based on new coupled hidden semi Markov model. Medical Biol. Eng. Comput. 59 (7-8) (2021)
Ashkan Oliaiee, Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi
Ensemble multi-modal brain source localization using theory of evidence. Biomed. Signal Process. Control. 69 (2021)
Mohammad Reza Aslani, Mohammad Bagher Shamsollahi, Arefeh Nouri
Improving data protection in BSS based secure communication: mixing matrix design. Wirel. Networks 27 (7) (2021)
Marzieh Daneshi Kohan, Ali Motie Nasrabadi, Mohammad Bagher Shamsollahi, Ali Sharifi
EEG/PPG effective connectivity fusion for analyzing deception in interview. Signal Image Video Process. 14 (5) (2020)
Mansooreh Pakravan, Mohammad Bagher Shamsollahi
Joint, Partially-Joint, and Individual Independent Component Analysis in Multi-Subject fMRI Data. IEEE Trans. Biomed. Eng. 67 (7) (2020)
Sajjad Karimi, Mohammad Bagher Shamsollahi
Tractable Inference and Observation Likelihood Evaluation in Latent Structure Influence Models. IEEE Trans. Signal Process. 68 (2020)
Mansooreh Pakravan, Mohammad Bagher Shamsollahi
Joint, Partially-joint, and Individual Independent Component Analysis in Multi-Subject fMRI Data. CoRR (2019)
Mansooreh Pakravan, Mohammad Bagher Shamsollahi
Extraction and Automatic Grouping of Joint and Individual Sources in Multisubject fMRI Data Using Higher Order Cumulants. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Amir Mohammad Mijani, Mohammad Bagher Shamsollahi, Mohsen Sheikh Hassani, Shayan Jalilpour
Comparison between Single, Dual and Triple Rapid Serial Visual Presentation Paradigms for P300 Speller. BIBM (2018)
Mahsa Akhbari, N. Montazeri Ghahjaverestan, Mohammad Bagher Shamsollahi, Christian Jutten
ECG Fiducial Point Extraction Using Switching Kalman Filter. Comput. Methods Programs Biomed. 157 (2018)
Amirhossein Javaheri, Mohammad Bagher Shamsollahi
On Higher Order Positive Differential Energy Operator. CoRR (2017)
Ehsan Arbabi, Mohammad Bagher Shamsollahi
Evaluation of Classical Features and Classifiers in Brain-Computer Interface Tasks. CoRR (2017)
Samaneh Nasiri Ghosheh Bolagh, Mohammad Bagher Shamsollahi, Christian Jutten, Marco Congedo
Unsupervised Cross-Subject BCI Learning and Classification using Riemannian Geometry. ESANN (2016)
Mahsa Akhbari, Mohammad Bagher Shamsollahi, Omid Sayadi, Antonis A. Armoundas, Christian Jutten
ECG segmentation and fiducial point extraction using multi hidden Markov model. Comput. Biol. Medicine 79 (2016)
Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet
An Efficient Jacobi-Like Deflationary ICA Algorithm: Application to EEG Denoising. IEEE Signal Process. Lett. 22 (8) (2015)
Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet
Denoising of Ictal EEG Data Using Semi-Blind Source Separation Methods Based on Time-Frequency Priors. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten
Twave alternans detection in ecg using Extended Kalman Filter and dualrate EKF. EUSIPCO (2014)
Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet
Canonical Polyadic decomposition of complex-valued multi-way arrays based on Simultaneous Schur Decomposition. ICASSP (2013)
Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten
ECG fiducial points extraction by extended Kalman filtering. TSP (2013)
Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten
Fiducial points extraction and characteristicwaves detection in ECG signal using a model-based bayesian framework. ICASSP (2013)
Omid Sayadi, Mohammad Bagher Shamsollahi
Utility of a Nonlinear Joint Dynamical Framework to Model a Pair of Coupled Cardiovascular Signals. IEEE J. Biomed. Health Informatics 17 (4) (2013)
Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet
Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition. TSP (2012)
Erfan Sayyari, Mohsen Farzi, Roohollah Rezaei Estakhrooeieh, Farzaneh Samiee, Mohammad Bagher Shamsollahi
Migraine analysis through EEG signals with classification approach. ISSPA (2012)
Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten, Bertrand Coppa
ECG denoising using angular velocity as a state and an observation in an Extended Kalman Filter framework. EMBC (2012)
Morteza Elahi Naraghi, Ali Almasi, Mohammad Bagher Shamsollahi
Human identification using ECG feature extracted from innovation signal of Extended Kalman Filter. BMEI (2012)
Morteza Elahi Naraghi, Mohammad Bagher Shamsollahi
ECG based human identification using wavelet distance measurement. BMEI (2011)
Soheila Samiee, Mohammad Bagher Shamsollahi, Vincent Vigneron
A new Markovian approach towards neural spike sorting. ICICS (2011)
Omid Sayadi, Mohammad Bagher Shamsollahi
Life-Threatening Arrhythmia Verification in ICU Patients Using the Joint Cardiovascular Dynamical Model and a Bayesian Filter. IEEE Trans. Biomed. Eng. 58 (10) (2011)
Reza Sameni, Christian Jutten, Mohammad Bagher Shamsollahi
A deflation procedure for subspace decomposition. IEEE Trans. Signal Process. 58 (4) (2010)
Omid Sayadi, Mohammad Bagher Shamsollahi, Gari D. Clifford
Robust Detection of Premature Ventricular Contractions Using a Wave-Based Bayesian Framework. IEEE Trans. Biomed. Eng. 57 (2) (2010)
Arash Vosoughi, Azadeh Vosoughi, Mohammad Bagher Shamsollahi
Nonsubsampled higher-density discrete wavelet transform for image denoising. ICASSP (2009)
Arash Vosoughi, Mohammad Bagher Shamsollahi
Nonsubsampled higher-density discrete wavelet transform: Filter design and application in image contrast enhancement. ICIP (2009)
Reza Sameni, Christian Jutten, Mohammad Bagher Shamsollahi
Multichannel Electrocardiogram Decomposition Using Periodic Component Analysis. IEEE Trans. Biomed. Eng. 55 (8) (2008)
Omid Sayadi, Mohammad Bagher Shamsollahi
ECG Denoising and Compression Using a Modified Extended Kalman Filter Structure. IEEE Trans. Biomed. Eng. 55 (9) (2008)
V. Esmaeili, Amin Assareh, Mohammad Bagher Shamsollahi, Mohammad Hassan Moradi, N. M. Arefian
Estimating the depth of anesthesia using fuzzy soft computation applied to EEG features. Intell. Data Anal. 12 (4) (2008)
Omid Sayadi, Mohammad Bagher Shamsollahi
Model-Based Fiducial Points Extraction for Baseline Wandered Electrocardiograms. IEEE Trans. Biomed. Eng. 55 (1) (2008)
Arash Vosoughi, Mohammad Bagher Shamsollahi
Speckle Noise Reduction of Ultrasound Images Using M-band Wavelet Transform and Wiener Filter in a Homomorphic Framework. BMEI (2) (2008)
Reza Sameni, Gari D. Clifford, Christian Jutten, Mohammad Bagher Shamsollahi
Multichannel ECG and Noise Modeling: Application to Maternal and Fetal ECG Signals. EURASIP J. Adv. Signal Process. 2007 (2007)
Omid Sayadi, Mohammad Bagher Shamsollahi
ECG baseline correction with adaptive bionic wavelet transform. ISSPA (2007)
Omid Sayadi, Mohammad Bagher Shamsollahi
Multiadaptive Bionic Wavelet Transform: Application to ECG Denoising and Baseline Wandering Reduction. EURASIP J. Adv. Signal Process. 2007 (2007)
V. Esmaeili, Amin Assareh, Mohammad Bagher Shamsollahi, Mohammad Hassan Moradi, N. M. Arefian
Designing a Fuzzy Rule Based System to Estimate Depth of Anesthesia. CIDM (2007)
Reza Sameni, Mohammad Bagher Shamsollahi, Christian Jutten, Gari D. Clifford
A Nonlinear Bayesian Filtering Framework for ECG Denoising. IEEE Trans. Biomed. Eng. 54 (12) (2007)
Behnam Molaee-Ardekani, Mohammad Bagher Shamsollahi, Lotfi Senhadji, Bijan Vosoughi Vahdat, Eric Wodey
Designing a planar vector field to investigate the role of a slow variable in an enhanced mean-field model during general anesthesia. EMBC (2006)
Omid Sayadi, Mohammad Bagher Shamsollahi
ECG Denoising with Adaptive Bionic Wavelet Transform. EMBC (Supplement) (2006)
Ehsan Nezhadarya, Mohammad Bagher Shamsollahi
Noise reduction from magnetic resonance images using nonseperable transforms. Medical Imaging: Image Processing (2006)
Ehsan Arbabi, Mohammad Bagher Shamsollahi
SNR in wss jittered sampled signal. EUSIPCO (2005)
Mehrdad Yaghoobi, Hamid R. Rabiee, Mohammed Ghanbari, Mohammad Bagher Shamsollahi
A New Image Texture Extraction Algorithm Based on Matching Pursuit Gabor Wavelets. ICASSP (2) (2005)
Shahab Oveisgharan, Mohammad Bagher Shamsollahi
Speech modeling and voiced/unvoiced/mixed/silence speech segmentation with fractionally Gaussian noise based models. ICASSP (1) (2004)
Fabrice Wendling, Mohammad Bagher Shamsollahi, Jean-Michel Badier, Jean-Jacques Bellanger
Time-frequency matching of warped depth-EEG seizure observations. IEEE Trans. Biomed. Eng. 46 (5) (1999)