Mohammad Bagher Shamsollahi

53 papers B 3C 2Misc 3Journal 30Unranked 15
YearRankTypeTitle / Venue / Authors
2023 J jnl
A New Post-Processing Method Using Latent Structure Influence Models for Channel Fusion in Automatic Sleep Staging.
IEEE J. Biomed. Health Informatics
Sajjad Karimi, Mohammad Bagher Shamsollahi
2023 J jnl
Tractable Maximum Likelihood Estimation for Latent Structure Influence Models With Applications to EEG & ECoG Processing.
IEEE Trans. Pattern Anal. Mach. Intell.
Sajjad Karimi, Mohammad Bagher Shamsollahi
2022 J jnl
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake-Sleep Classification.
Int. J. Neural Syst.
Ehsan Mohammadi, Bahador Makkiabadi, Mohammad Bagher Shamsollahi, Parham Reisi, Saeed Kermani
2021 J jnl
A new blind source separation approach based on dynamical similarity and its application on epileptic seizure prediction.
Signal Process.
Hamid Niknazar, Ali Motie Nasrabadi, Mohammad Bagher Shamsollahi
2021 J jnl
Apnea bradycardia detection based on new coupled hidden semi Markov model.
Medical Biol. Eng. Comput.
Nasim Montazeri Ghahjaverestan, Mohammad Bagher Shamsollahi, Di Ge, Alain Beuchée, Alfredo I. Hernández
2021 J jnl
Ensemble multi-modal brain source localization using theory of evidence.
Biomed. Signal Process. Control.
Ashkan Oliaiee, Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi
2021 J jnl
Improving data protection in BSS based secure communication: mixing matrix design.
Wirel. Networks
Mohammad Reza Aslani, Mohammad Bagher Shamsollahi, Arefeh Nouri
2020 J jnl
EEG/PPG effective connectivity fusion for analyzing deception in interview.
Signal Image Video Process.
Marzieh Daneshi Kohan, Ali Motie Nasrabadi, Mohammad Bagher Shamsollahi, Ali Sharifi
2020 J jnl
Joint, Partially-Joint, and Individual Independent Component Analysis in Multi-Subject fMRI Data.
IEEE Trans. Biomed. Eng.
Mansooreh Pakravan, Mohammad Bagher Shamsollahi
2020 J jnl
Tractable Inference and Observation Likelihood Evaluation in Latent Structure Influence Models.
IEEE Trans. Signal Process.
Sajjad Karimi, Mohammad Bagher Shamsollahi
2019 J jnl
Extraction and Automatic Grouping of Joint and Individual Sources in Multisubject fMRI Data Using Higher Order Cumulants.
IEEE J. Biomed. Health Informatics
Mansooreh Pakravan, Mohammad Bagher Shamsollahi
2019 J jnl
Joint, Partially-joint, and Individual Independent Component Analysis in Multi-Subject fMRI Data.
CoRR
Mansooreh Pakravan, Mohammad Bagher Shamsollahi
2018 — conf
Comparison between Single, Dual and Triple Rapid Serial Visual Presentation Paradigms for P300 Speller.
BIBM
Amir Mohammad Mijani, Mohammad Bagher Shamsollahi, Mohsen Sheikh Hassani, Shayan Jalilpour
2018 J jnl
ECG Fiducial Point Extraction Using Switching Kalman Filter.
Comput. Methods Programs Biomed.
Mahsa Akhbari, N. Montazeri Ghahjaverestan, Mohammad Bagher Shamsollahi, Christian Jutten
2017 J jnl
Evaluation of Classical Features and Classifiers in Brain-Computer Interface Tasks.
CoRR
Ehsan Arbabi, Mohammad Bagher Shamsollahi
2017 J jnl
On Higher Order Positive Differential Energy Operator.
CoRR
Amirhossein Javaheri, Mohammad Bagher Shamsollahi
2016 J jnl
ECG segmentation and fiducial point extraction using multi hidden Markov model.
Comput. Biol. Medicine
Mahsa Akhbari, Mohammad Bagher Shamsollahi, Omid Sayadi, Antonis A. Armoundas, Christian Jutten
2016 B conf
Unsupervised Cross-Subject BCI Learning and Classification using Riemannian Geometry.
ESANN
Samaneh Nasiri Ghosheh Bolagh, Mohammad Bagher Shamsollahi, Christian Jutten, Marco Congedo
2015 J jnl
An Efficient Jacobi-Like Deflationary ICA Algorithm: Application to EEG Denoising.
IEEE Signal Process. Lett.
Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet
2015 J jnl
Denoising of Ictal EEG Data Using Semi-Blind Source Separation Methods Based on Time-Frequency Priors.
IEEE J. Biomed. Health Informatics
Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet
2014 — conf
Twave alternans detection in ecg using Extended Kalman Filter and dualrate EKF.
EUSIPCO
Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten
2013 Misc conf
Canonical Polyadic decomposition of complex-valued multi-way arrays based on Simultaneous Schur Decomposition.
ICASSP
Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet
2013 — conf
ECG fiducial points extraction by extended Kalman filtering.
TSP
Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten
2013 Misc conf
Fiducial points extraction and characteristicwaves detection in ECG signal using a model-based bayesian framework.
ICASSP
Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten
2013 J jnl
Utility of a Nonlinear Joint Dynamical Framework to Model a Pair of Coupled Cardiovascular Signals.
IEEE J. Biomed. Health Informatics
Omid Sayadi, Mohammad Bagher Shamsollahi
2012 — conf
ECG denoising using angular velocity as a state and an observation in an Extended Kalman Filter framework.
EMBC
Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten, Bertrand Coppa
2012 — conf
Human identification using ECG feature extracted from innovation signal of Extended Kalman Filter.
BMEI
Morteza Elahi Naraghi, Ali Almasi, Mohammad Bagher Shamsollahi
2012 — conf
Migraine analysis through EEG signals with classification approach.
ISSPA
Erfan Sayyari, Mohsen Farzi, Roohollah Rezaei Estakhrooeieh, Farzaneh Samiee, Mohammad Bagher Shamsollahi
2012 — conf
Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition.
TSP
Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet
2011 C conf
A new Markovian approach towards neural spike sorting.
ICICS
Soheila Samiee, Mohammad Bagher Shamsollahi, Vincent Vigneron
2011 — conf
ECG based human identification using wavelet distance measurement.
BMEI
Morteza Elahi Naraghi, Mohammad Bagher Shamsollahi
2011 J jnl
Life-Threatening Arrhythmia Verification in ICU Patients Using the Joint Cardiovascular Dynamical Model and a Bayesian Filter.
IEEE Trans. Biomed. Eng.
Omid Sayadi, Mohammad Bagher Shamsollahi
2010 J jnl
A deflation procedure for subspace decomposition.
IEEE Trans. Signal Process.
Reza Sameni, Christian Jutten, Mohammad Bagher Shamsollahi
2010 J jnl
Robust Detection of Premature Ventricular Contractions Using a Wave-Based Bayesian Framework.
IEEE Trans. Biomed. Eng.
Omid Sayadi, Mohammad Bagher Shamsollahi, Gari D. Clifford
2009 Misc conf
Nonsubsampled higher-density discrete wavelet transform for image denoising.
ICASSP
Arash Vosoughi, Azadeh Vosoughi, Mohammad Bagher Shamsollahi
2009 B conf
Nonsubsampled higher-density discrete wavelet transform: Filter design and application in image contrast enhancement.
ICIP
Arash Vosoughi, Mohammad Bagher Shamsollahi
2008 J jnl
ECG Denoising and Compression Using a Modified Extended Kalman Filter Structure.
IEEE Trans. Biomed. Eng.
Omid Sayadi, Mohammad Bagher Shamsollahi
2008 J jnl
Estimating the depth of anesthesia using fuzzy soft computation applied to EEG features.
Intell. Data Anal.
V. Esmaeili, Amin Assareh, Mohammad Bagher Shamsollahi, Mohammad H. Moradi, N. M. Arefian
2008 J jnl
Model-Based Fiducial Points Extraction for Baseline Wandered Electrocardiograms.
IEEE Trans. Biomed. Eng.
Omid Sayadi, Mohammad Bagher Shamsollahi
2008 J jnl
Multichannel Electrocardiogram Decomposition Using Periodic Component Analysis.
IEEE Trans. Biomed. Eng.
Reza Sameni, Christian Jutten, Mohammad Bagher Shamsollahi
2008 — conf
Speckle Noise Reduction of Ultrasound Images Using M-band Wavelet Transform and Wiener Filter in a Homomorphic Framework.
BMEI (2)
Arash Vosoughi, Mohammad Bagher Shamsollahi
2007 J jnl
A Nonlinear Bayesian Filtering Framework for ECG Denoising.
IEEE Trans. Biomed. Eng.
Reza Sameni, Mohammad Bagher Shamsollahi, Christian Jutten, Gari D. Clifford
2007 C conf
Designing a Fuzzy Rule Based System to Estimate Depth of Anesthesia.
CIDM
V. Esmaeili, Amin Assareh, Mohammad Bagher Shamsollahi, Mohammad H. Moradi, N. M. Arefian
2007 — conf
ECG baseline correction with adaptive bionic wavelet transform.
ISSPA
Omid Sayadi, Mohammad Bagher Shamsollahi
2007 J jnl
Multiadaptive Bionic Wavelet Transform: Application to ECG Denoising and Baseline Wandering Reduction.
EURASIP J. Adv. Signal Process.
Omid Sayadi, Mohammad Bagher Shamsollahi
2007 J jnl
Multichannel ECG and Noise Modeling: Application to Maternal and Fetal ECG Signals.
EURASIP J. Adv. Signal Process.
Reza Sameni, Gari D. Clifford, Christian Jutten, Mohammad Bagher Shamsollahi
2006 — conf
Designing a planar vector field to investigate the role of a slow variable in an enhanced mean-field model during general anesthesia.
EMBC
Behnam Molaee-Ardekani, Mohammad Bagher Shamsollahi, Lotfi Senhadji, Bijan Vosoughi Vahdat, Eric Wodey
2006 — conf
ECG Denoising with Adaptive Bionic Wavelet Transform.
EMBC (Supplement)
Omid Sayadi, Mohammad Bagher Shamsollahi
2006 B conf
Noise reduction from magnetic resonance images using nonseperable transforms.
Image Processing
Ehsan Nezhadarya, Mohammad Bagher Shamsollahi
2005 — conf
A New Image Texture Extraction Algorithm Based on Matching Pursuit Gabor Wavelets.
ICASSP (2)
Mehrdad Yaghoobi, Hamid R. Rabiee, Mohammed Ghanbari, Mohammad Bagher Shamsollahi
2005 — conf
SNR in wss jittered sampled signal.
EUSIPCO
Ehsan Arbabi, Mohammad Bagher Shamsollahi
2004 — conf
Speech modeling and voiced/unvoiced/mixed/silence speech segmentation with fractionally Gaussian noise based models.
ICASSP (1)
Shahab Oveisgharan, Mohammad Bagher Shamsollahi
1999 J jnl
Time-frequency matching of warped depth-EEG seizure observations.
IEEE Trans. Biomed. Eng.
Fabrice Wendling, Mohammad Bagher Shamsollahi, Jean-Michel Badier, Jean-Jacques Bellanger