Mohammad B. Shamsollahi

According to our database, Mohammad B. Shamsollahi authored at least 77 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Low-rank Tensor Restoration for ERP extraction.

Zahra Sohrabi-Bonab, Mohammad B. Shamsollahi

Biomed. Signal Process. Control., January, 2024

2023

Tractable Maximum Likelihood Estimation for Latent Structure Influence Models With Applications to EEG & ECoG Processing.

Sajjad Karimi, Mohammad Bagher Shamsollahi

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

A New Post-Processing Method Using Latent Structure Influence Models for Channel Fusion in Automatic Sleep Staging.

Sajjad Karimi, Mohammad Bagher Shamsollahi

IEEE J. Biomed. Health Informatics, March, 2023

Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria.

Reza Sameni, Frédéric Vrins, Fabienne Parmentier, Christophe Hérail, Vincent Vigneron, Michel Verleysen, Christian Jutten, Mohammad B. Shamsollahi

CoRR, 2023

2022

Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake-Sleep Classification.

Ehsan Mohammadi, Bahador Makkiabadi, Mohammad Bagher Shamsollahi, Parham Reisi, Saeed Kermani

Int. J. Neural Syst., 2022

2021

Improving data protection in BSS based secure communication: mixing matrix design.

Mohammad Reza Aslani, Mohammad Bagher Shamsollahi, Arefeh Nouri

Wirel. Networks, 2021

Simultaneous Graph Learning and Blind Separation of Graph Signal Sources.

Aref Einizade, Sepideh Hajipour Sardouie, Mohammad B. Shamsollahi

IEEE Signal Process. Lett., 2021

A new blind source separation approach based on dynamical similarity and its application on epileptic seizure prediction.

Hamid Niknazar, Ali Motie Nasrabadi, Mohammad Bagher Shamsollahi

Signal Process., 2021

Apnea bradycardia detection based on new coupled hidden semi Markov model.

Nasim Montazeri Ghahjaverestan, Mohammad Bagher Shamsollahi, Di Ge, Alain Beuchée, Alfredo I. Hernández

Medical Biol. Eng. Comput., 2021

Ensemble multi-modal brain source localization using theory of evidence.

Ashkan Oliaiee, Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi

Biomed. Signal Process. Control., 2021

2020

Tractable Inference and Observation Likelihood Evaluation in Latent Structure Influence Models.

Sajjad Karimi, Mohammad Bagher Shamsollahi

IEEE Trans. Signal Process., 2020

Joint, Partially-Joint, and Individual Independent Component Analysis in Multi-Subject fMRI Data.

Mansooreh Pakravan, Mohammad Bagher Shamsollahi

IEEE Trans. Biomed. Eng., 2020

EEG/PPG effective connectivity fusion for analyzing deception in interview.

Marzieh Daneshi Kohan, Ali Motie Nasrabadi, Mohammad Bagher Shamsollahi, Ali Sharifi

Signal Image Video Process., 2020

2019

Extraction and Automatic Grouping of Joint and Individual Sources in Multisubject fMRI Data Using Higher Order Cumulants.

Mansooreh Pakravan, Mohammad Bagher Shamsollahi

IEEE J. Biomed. Health Informatics, 2019

2018

ECG Fiducial Point Extraction Using Switching Kalman Filter.

Mahsa Akhbari, N. Montazeri Ghahjaverestan, Mohammad Bagher Shamsollahi, Christian Jutten

Comput. Methods Programs Biomed., 2018

ECG-derived respiration estimation from single-lead ECG using gaussian process and phase space reconstruction methods.

Parvaneh Janbakhshi, Mohammad B. Shamsollahi

Biomed. Signal Process. Control., 2018

Comparison between Single, Dual and Triple Rapid Serial Visual Presentation Paradigms for P300 Speller.

Amir Mohammad Mijani, Mohammad Bagher Shamsollahi, Mohsen Sheikh Hassani, Shayan Jalilpour

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Higher order spectral regression discriminant analysis (HOSRDA): A tensor feature reduction method for ERP detection.

Mina Jamshidi Idaji, Mohammad B. Shamsollahi, Sepideh Hajipour Sardouie

Pattern Recognit., 2017

Evaluation of Classical Features and Classifiers in Brain-Computer Interface Tasks.

Ehsan Arbabi, Mohammad Bagher Shamsollahi

CoRR, 2017

On Higher Order Positive Differential Energy Operator.

Amirhossein Javaheri, Mohammad Bagher Shamsollahi

CoRR, 2017

2016

Coupled Hidden Markov Model-Based Method for Apnea Bradycardia Detection.

N. Montazeri Ghahjaverestan, S. Masoudi, Mohammad B. Shamsollahi, Alain Beuchee, Patrick Pladys, Di Ge, Alfredo I. Hernández

IEEE J. Biomed. Health Informatics, 2016

ECG segmentation and fiducial point extraction using multi hidden Markov model.

Mahsa Akhbari, Mohammad Bagher Shamsollahi, Omid Sayadi, Antonis A. Armoundas, Christian Jutten

Comput. Biol. Medicine, 2016

Unsupervised Cross-Subject BCI Learning and Classification using Riemannian Geometry.

Samaneh Nasiri Ghosheh Bolagh, Mohammad Bagher Shamsollahi, Christian Jutten, Marco Congedo

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Detection of movement related cortical potential: Effects of causal vs. non-causal processing.

Omid G. Sani, Ricardo Chavarriaga, Mohammad B. Shamsollahi, José del R. Millán

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Denoising of Ictal EEG Data Using Semi-Blind Source Separation Methods Based on Time-Frequency Priors.

Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet

IEEE J. Biomed. Health Informatics, 2015

An Efficient Jacobi-Like Deflationary ICA Algorithm: Application to EEG Denoising.

Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet

IEEE Signal Process. Lett., 2015

ECG denoising using mutual information based classification of IMFs and interval thresholding.

Marjaneh Taghavi, Mohammad B. Shamsollahi, Lotfi Senhadji

Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Interictal EEG denoising using independent component analysis and empirical mode decomposition.

Sina Salsabili, Sepideh Hajipour Sardouie, Mohammad B. Shamsollahi

Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Fetal ECG extraction using πTucker decomposition.

Hassan Akbari, Mohammad B. Shamsollahi, Ronald Phlypo

Proceedings of the International Conference on Systems, Signals and Image Processing, 2015

Heart Rate monitoring during physical exercise using wrist-type photoplethysmographic (PPG) signals.

Amirhosein Khas Ahmadi, Parsa Moradi, Mahan Malihi, Sajjad Karimi, Mohammad B. Shamsollahi

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

ERROR-RELATED POTENTIAL -IN BRAIN- ACTUATED WHEELCHAIR.

Mana Taeb, Mohammad B. Shamsollahi, Farnaz Ghassemi, Behnam Asefi

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

Twave alternans detection in ecg using Extended Kalman Filter and dualrate EKF.

Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten

Proceedings of the 22nd European Signal Processing Conference, 2014

Decoding Hand Trajectory from Primary Motor Cortex ECoG Using Time Delay Neural Network.

Abdessalam Kifouche, Vincent Vigneron, Mohammad B. Shamsollahi, Abderrezak Guessoum

Proceedings of the Engineering Applications of Neural Networks, 2014

2013

Utility of a Nonlinear Joint Dynamical Framework to Model a Pair of Coupled Cardiovascular Signals.

Omid Sayadi, Mohammad Bagher Shamsollahi

IEEE J. Biomed. Health Informatics, 2013

Implementation and optimization of Wavelet modulation in Additive Gaussian channels.

Rad Niazadeh, Sahar Nassirpour, Mohammad B. Shamsollahi

CoRR, 2013

ECG fiducial points extraction by extended Kalman filtering.

Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten

Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Early detection of apnea-bradycardia episodes in preterm infants based on coupled hidden Markov model.

S. Masoudi, Nasim Montazeri, Mohammad B. Shamsollahi, Di Ge, Alain Beuchee, Patrick Pladys, Alfredo I. Hernández

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013

Automatic ocular correction in EEG recordings using maximum likelihood estimation.

Sajjad Karimi, Behnam Molaee-Ardekani, Mohammad B. Shamsollahi, Christopher Leroy, Philippe Derambure

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013

Canonical Polyadic decomposition of complex-valued multi-way arrays based on Simultaneous Schur Decomposition.

Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet

Proceedings of the IEEE International Conference on Acoustics, 2013

Fiducial points extraction and characteristicwaves detection in ECG signal using a model-based bayesian framework.

Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten

Proceedings of the IEEE International Conference on Acoustics, 2013

Fetal Electrocardiogram R-peak Detection using Robust Tensor Decomposition and Extended Kalman Filtering.

Mahsa Akhbari, Mohammad Niknazar, Christian Jutten, Mohammad B. Shamsollahi, Bertrand Rivet

Proceedings of the Computing in Cardiology, 2013

2012

Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition.

Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet

Proceedings of the 35th International Conference on Telecommunications and Signal Processing, 2012

Migraine analysis through EEG signals with classification approach.

Erfan Sayyari, Mohsen Farzi, Roohollah Rezaei Estakhrooeieh, Farzaneh Samiee, Mohammad Bagher Shamsollahi

Proceedings of the 11th International Conference on Information Science, 2012

ECG denoising using angular velocity as a state and an observation in an Extended Kalman Filter framework.

Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten, Bertrand Coppa

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Human identification using ECG feature extracted from innovation signal of Extended Kalman Filter.

Morteza Elahi Naraghi, Ali Almasi, Mohammad Bagher Shamsollahi

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011

Life-Threatening Arrhythmia Verification in ICU Patients Using the Joint Cardiovascular Dynamical Model and a Bayesian Filter.

Omid Sayadi, Mohammad Bagher Shamsollahi

IEEE Trans. Biomed. Eng., 2011

A content-based digital image watermarking algorithm robust against JPEG compression.

Amir Najafi, Ali Siahkoohi, Mohammad B. Shamsollahi

Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011

Paroxysmal atrial fibrillation prediction using Kalman Filter.

Nasim Montazeri, Mohammad B. Shamsollahi, Guy Carrault, Alfredo I. Hernández

Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

A dynamical model for generating synthetic Phonocardiogram signals.

Ali Almasi, Mohammad B. Shamsollahi, Lotfi Senhadji

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

ECG based human identification using wavelet distance measurement.

Morteza Elahi Naraghi, Mohammad Bagher Shamsollahi

Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

A new Markovian approach towards neural spike sorting.

Soheila Samiee, Mohammad Bagher Shamsollahi, Vincent Vigneron

Proceedings of the 8th International Conference on Information, 2011

2010

A deflation procedure for subspace decomposition.

Reza Sameni, Christian Jutten, Mohammad Bagher Shamsollahi

IEEE Trans. Signal Process., 2010

Robust Detection of Premature Ventricular Contractions Using a Wave-Based Bayesian Framework.

Omid Sayadi, Mohammad Bagher Shamsollahi, Gari D. Clifford

IEEE Trans. Biomed. Eng., 2010

2009

Nonsubsampled higher-density discrete wavelet transform: Filter design and application in image contrast enhancement.

Arash Vosoughi, Mohammad Bagher Shamsollahi

Proceedings of the International Conference on Image Processing, 2009

Nonsubsampled higher-density discrete wavelet transform for image denoising.

Arash Vosoughi, Azadeh Vosoughi, Mohammad Bagher Shamsollahi

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

ECG Denoising and Compression Using a Modified Extended Kalman Filter Structure.

Omid Sayadi, Mohammad Bagher Shamsollahi

IEEE Trans. Biomed. Eng., 2008

Model-Based Fiducial Points Extraction for Baseline Wandered Electrocardiograms.

Omid Sayadi, Mohammad Bagher Shamsollahi

IEEE Trans. Biomed. Eng., 2008

Multichannel Electrocardiogram Decomposition Using Periodic Component Analysis.

Reza Sameni, Christian Jutten, Mohammad Bagher Shamsollahi

IEEE Trans. Biomed. Eng., 2008

Estimating the depth of anesthesia using fuzzy soft computation applied to EEG features.

V. Esmaeili, Amin Assareh, Mohammad Bagher Shamsollahi, Mohammad H. Moradi, N. M. Arefian

Intell. Data Anal., 2008

Speckle Noise Reduction of Ultrasound Images Using M-band Wavelet Transform and Wiener Filter in a Homomorphic Framework.

Arash Vosoughi, Mohammad Bagher Shamsollahi

Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

2007

A Nonlinear Bayesian Filtering Framework for ECG Denoising.

Reza Sameni, Mohammad Bagher Shamsollahi, Christian Jutten, Gari D. Clifford

IEEE Trans. Biomed. Eng., 2007

Multiadaptive Bionic Wavelet Transform: Application to ECG Denoising and Baseline Wandering Reduction.

Omid Sayadi, Mohammad Bagher Shamsollahi

EURASIP J. Adv. Signal Process., 2007

Multichannel ECG and Noise Modeling: Application to Maternal and Fetal ECG Signals.

Reza Sameni, Gari D. Clifford, Christian Jutten, Mohammad Bagher Shamsollahi

EURASIP J. Adv. Signal Process., 2007

ECG baseline correction with adaptive bionic wavelet transform.

Omid Sayadi, Mohammad Bagher Shamsollahi

Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Designing a Fuzzy Rule Based System to Estimate Depth of Anesthesia.

V. Esmaeili, Amin Assareh, Mohammad Bagher Shamsollahi, Mohammad H. Moradi, N. M. Arefian

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006

Noise reduction from magnetic resonance images using nonseperable transforms.

Ehsan Nezhadarya, Mohammad Bagher Shamsollahi

Proceedings of the Medical Imaging 2006: Image Processing, 2006

ECG Denoising with Adaptive Bionic Wavelet Transform.

Omid Sayadi, Mohammad Bagher Shamsollahi

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Fuzzy Wavelet and Contourlet Based Contrast Enhancement.

Ehsan Nezhadarya, Mohammad B. Shamsollahi, Omid Sayadi

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Designing a planar vector field to investigate the role of a slow variable in an enhanced mean-field model during general anesthesia.

Behnam Molaee-Ardekani, Mohammad Bagher Shamsollahi, Lotfi Senhadji, Bijan Vosoughi Vahdat, Eric Wodey

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Detection of Rhythmic Discharges in Newborn EEG Signals.

Hamid Reza Mohseni, Hamed Mirghasemi, Mohammad B. Shamsollahi, Mohammad R. Zamani

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Seizure Detection in EEG signals: A Comparison of Different approaches.

Hamid Reza Mohseni, Arash Maghsoudi, Mohammad B. Shamsollahi

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Assessment of Preprocessing on Classifiers Used in the P300 Speller Paradigm.

Hamed Mirghasemi, Mohammad B. Shamsollahi, Reza Fazel-Rezai

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Analysis of P300 Classifiers in Brain Computer Interface Speller.

Hamed Mirghasemi, Reza Fazel-Rezai, Mohammad B. Shamsollahi

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

A New Image Texture Extraction Algorithm Based on Matching Pursuit Gabor Wavelets.

Mehrdad Yaghoobi, Hamid R. Rabiee, Mohammed Ghanbari, Mohammad Bagher Shamsollahi

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

SNR in wss jittered sampled signal.

Ehsan Arbabi, Mohammad Bagher Shamsollahi

Proceedings of the 13th European Signal Processing Conference, 2005

2004

Speech modeling and voiced/unvoiced/mixed/silence speech segmentation with fractionally Gaussian noise based models.

Shahab Oveisgharan, Mohammad Bagher Shamsollahi

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

1999

Time-frequency matching of warped depth-EEG seizure observations.

Fabrice Wendling, Mohammad Bagher Shamsollahi, Jean-Michel Badier, Jean-Jacques Bellanger

IEEE Trans. Biomed. Eng., 1999