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ORCIDMohammad B. Shamsollahi
Mohammad Bagher Shamsollahi
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2020 – today
- 2025
[j33]Tahereh Bahraini
, Mohammad B. Shamsollahi, Fatemeh Afkhaminia:
Multitask diffusion adaptation over hyper-networks. Digit. Signal Process. 158: 104920 (2025)- 2024
- [j32]Zahra Sohrabi-Bonab, Mohammad B. Shamsollahi:
Low-rank Tensor Restoration for ERP extraction. Biomed. Signal Process. Control. 87(Part A): 105379 (2024) - 2023
- [j31]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): 10466-10477 (2023) - [j30]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): 1569-1578 (2023) - [i5]Reza Sameni, Frédéric Vrins, Fabienne Parmentier, Christophe Hérail, Vincent Vigneron, Michel Verleysen, Christian Jutten, Mohammad B. Shamsollahi:
Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria. CoRR abs/2302.00206 (2023) - 2022
- [j29]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): 2250004:1-2250004:14 (2022) - 2021
- [j28]Ashkan Oliaiee, Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi:
Ensemble multi-modal brain source localization using theory of evidence. Biomed. Signal Process. Control. 69: 102668 (2021) - [j27]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): 1-11 (2021) - [j26]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: 108045 (2021) - [j25]Aref Einizade, Sepideh Hajipour Sardouie, Mohammad B. Shamsollahi:
Simultaneous Graph Learning and Blind Separation of Graph Signal Sources. IEEE Signal Process. Lett. 28: 1495-1499 (2021) - [j24]Mohammad Reza Aslani, Mohammad Bagher Shamsollahi, Arefeh Nouri:
Improving data protection in BSS based secure communication: mixing matrix design. Wirel. Networks 27(7): 4747-4758 (2021) - 2020
- [j23]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): 907-914 (2020) - [j22]Mansooreh Pakravan, Mohammad Bagher Shamsollahi:
Joint, Partially-Joint, and Individual Independent Component Analysis in Multi-Subject fMRI Data. IEEE Trans. Biomed. Eng. 67(7): 1969-1981 (2020) - [j21]Sajjad Karimi, Mohammad Bagher Shamsollahi:
Tractable Inference and Observation Likelihood Evaluation in Latent Structure Influence Models. IEEE Trans. Signal Process. 68: 5736-5745 (2020)
2010 – 2019
- 2019
- [j20]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): 744-757 (2019) - [i4]Mansooreh Pakravan, Mohammad Bagher Shamsollahi:
Joint, Partially-joint, and Individual Independent Component Analysis in Multi-Subject fMRI Data. CoRR abs/1909.03676 (2019) - 2018
- [j19]Parvaneh Janbakhshi, Mohammad B. Shamsollahi:
ECG-derived respiration estimation from single-lead ECG using gaussian process and phase space reconstruction methods. Biomed. Signal Process. Control. 45: 80-90 (2018) - [j18]Mahsa Akhbari, N. Montazeri Ghahjaverestan, Mohammad Bagher Shamsollahi, Christian Jutten:
ECG Fiducial Point Extraction Using Switching Kalman Filter. Comput. Methods Programs Biomed. 157 (2018) - [c41]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: 2635-2638 - 2017
- [j17]Mina Jamshidi Idaji, Mohammad B. Shamsollahi, Sepideh Hajipour Sardouie:
Higher order spectral regression discriminant analysis (HOSRDA): A tensor feature reduction method for ERP detection. Pattern Recognit. 70: 152-162 (2017) - [i3]Amirhossein Javaheri, Mohammad Bagher Shamsollahi:
On Higher Order Positive Differential Energy Operator. CoRR abs/1701.03834 (2017) - [i2]Ehsan Arbabi, Mohammad Bagher Shamsollahi:
Evaluation of Classical Features and Classifiers in Brain-Computer Interface Tasks. CoRR abs/1709.03252 (2017) - 2016
- [j16]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: 21-29 (2016) - [j15]N. Montazeri Ghahjaverestan, S. Masoudi, Mohammad B. Shamsollahi, Alain Beuchee, Patrick Pladys, Di Ge, Alfredo I. Hernández:
Coupled Hidden Markov Model-Based Method for Apnea Bradycardia Detection. IEEE J. Biomed. Health Informatics 20(2): 527-538 (2016) - [c40]Omid G. Sani, Ricardo Chavarriaga, Mohammad B. Shamsollahi, José del R. Millán:
Detection of movement related cortical potential: Effects of causal vs. non-causal processing. EMBC 2016: 5733-5736 - [c39]Samaneh Nasiri Ghosheh Bolagh, Mohammad Bagher Shamsollahi, Christian Jutten, Marco Congedo:
Unsupervised Cross-Subject BCI Learning and Classification using Riemannian Geometry. ESANN 2016 - 2015
- [j14]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): 1198-1202 (2015) - [j13]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): 839-847 (2015) - [c38]Amirhosein Khas Ahmadi, Parsa Moradi, Mahan Malihi, Sajjad Karimi, Mohammad B. Shamsollahi:
Heart Rate monitoring during physical exercise using wrist-type photoplethysmographic (PPG) signals. EMBC 2015: 6166-6169 - [c37]Hassan Akbari, Mohammad B. Shamsollahi, Ronald Phlypo:
Fetal ECG extraction using πTucker decomposition. IWSSIP 2015: 174-178 - [c36]Sina Salsabili, Sepideh Hajipour Sardouie, Mohammad B. Shamsollahi:
Interictal EEG denoising using independent component analysis and empirical mode decomposition. TSP 2015: 1-6 - [c35]Marjaneh Taghavi, Mohammad B. Shamsollahi, Lotfi Senhadji:
ECG denoising using mutual information based classification of IMFs and interval thresholding. TSP 2015: 1-6 - 2014
- [c34]Abdessalam Kifouche, Vincent Vigneron, Mohammad B. Shamsollahi, Abderrezak Guessoum:
Decoding Hand Trajectory from Primary Motor Cortex ECoG Using Time Delay Neural Network. EANN 2014: 237-247 - [c33]Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten:
Twave alternans detection in ecg using Extended Kalman Filter and dualrate EKF. EUSIPCO 2014: 2500-2504 - [c32]Mana Taeb, Mohammad B. Shamsollahi, Farnaz Ghassemi, Behnam Asefi:
ERROR-RELATED POTENTIAL -IN BRAIN- ACTUATED WHEELCHAIR. IWBBIO 2014: 1685 - 2013
- [j12]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): 881-890 (2013) - [c31]Mahsa Akhbari, Mohammad Niknazar, Christian Jutten, Mohammad B. Shamsollahi, Bertrand Rivet:
Fetal Electrocardiogram R-peak Detection using Robust Tensor Decomposition and Extended Kalman Filtering. CinC 2013: 189-192 - [c30]Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten:
Fiducial points extraction and characteristicwaves detection in ECG signal using a model-based bayesian framework. ICASSP 2013: 1257-1261 - [c29]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: 4178-4182 - [c28]Sajjad Karimi, Behnam Molaee-Ardekani, Mohammad B. Shamsollahi, Christopher Leroy, Philippe Derambure:
Automatic ocular correction in EEG recordings using maximum likelihood estimation. ISSPIT 2013: 164-169 - [c27]S. Masoudi, Nasim Montazeri, Mohammad B. Shamsollahi, Di Ge, Alain Beuchee, Patrick Pladys, Alfredo I. Hernández:
Early detection of apnea-bradycardia episodes in preterm infants based on coupled hidden Markov model. ISSPIT 2013: 243-248 - [c26]Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten:
ECG fiducial points extraction by extended Kalman filtering. TSP 2013: 628-632 - [i1]Rad Niazadeh, Sahar Nassirpour, Mohammad B. Shamsollahi:
Implementation and optimization of Wavelet modulation in Additive Gaussian channels. CoRR abs/1308.6251 (2013) - 2012
- [c25]Morteza Elahi Naraghi, Ali Almasi, Mohammad Bagher Shamsollahi:
Human identification using ECG feature extracted from innovation signal of Extended Kalman Filter. BMEI 2012: 545-549 - [c24]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: 2897-2900 - [c23]Erfan Sayyari, Mohsen Farzi, Roohollah Rezaei Estakhrooeieh, Farzaneh Samiee, Mohammad Bagher Shamsollahi:
Migraine analysis through EEG signals with classification approach. ISSPA 2012: 859-863 - [c22]Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet:
Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition. TSP 2012: 591-595 - 2011
- [j11]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): 2748-2757 (2011) - [c21]Soheila Samiee, Mohammad Bagher Shamsollahi, Vincent Vigneron:
A new Markovian approach towards neural spike sorting. ICICS 2011: 1-5 - [c20]Morteza Elahi Naraghi, Mohammad Bagher Shamsollahi:
ECG based human identification using wavelet distance measurement. BMEI 2011: 717-720 - [c19]Ali Almasi, Mohammad B. Shamsollahi, Lotfi Senhadji:
A dynamical model for generating synthetic Phonocardiogram signals. EMBC 2011: 5686-5689 - [c18]Nasim Montazeri, Mohammad B. Shamsollahi, Guy Carrault, Alfredo I. Hernández:
Paroxysmal atrial fibrillation prediction using Kalman Filter. ISABEL 2011: 89:1-89:5 - [c17]Amir Najafi, Ali Siahkoohi, Mohammad B. Shamsollahi:
A content-based digital image watermarking algorithm robust against JPEG compression. ISSPIT 2011: 432-437 - 2010
- [j10]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): 353-362 (2010) - [j9]Reza Sameni, Christian Jutten, Mohammad Bagher Shamsollahi:
A deflation procedure for subspace decomposition. IEEE Trans. Signal Process. 58(4): 2363-2374 (2010)
2000 – 2009
- 2009
- [c16]Arash Vosoughi, Azadeh Vosoughi, Mohammad Bagher Shamsollahi:
Nonsubsampled higher-density discrete wavelet transform for image denoising. ICASSP 2009: 1173-1176 - [c15]Arash Vosoughi, Mohammad Bagher Shamsollahi:
Nonsubsampled higher-density discrete wavelet transform: Filter design and application in image contrast enhancement. ICIP 2009: 3165-3168 - 2008
- [j8]V. Esmaeili, Amin Assareh, Mohammad Bagher Shamsollahi, Mohammad H. Moradi, N. M. Arefian:
Estimating the depth of anesthesia using fuzzy soft computation applied to EEG features. Intell. Data Anal. 12(4): 393-407 (2008) - [j7]Omid Sayadi, Mohammad Bagher Shamsollahi:
Model-Based Fiducial Points Extraction for Baseline Wandered Electrocardiograms. IEEE Trans. Biomed. Eng. 55(1): 347-351 (2008) - [j6]Reza Sameni, Christian Jutten, Mohammad Bagher Shamsollahi:
Multichannel Electrocardiogram Decomposition Using Periodic Component Analysis. IEEE Trans. Biomed. Eng. 55(8): 1935-1940 (2008) - [j5]Omid Sayadi, Mohammad Bagher Shamsollahi:
ECG Denoising and Compression Using a Modified Extended Kalman Filter Structure. IEEE Trans. Biomed. Eng. 55(9): 2240-2248 (2008) - [c14]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: 510-515 - 2007
- [j4]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) - [j3]Omid Sayadi, Mohammad Bagher Shamsollahi:
Multiadaptive Bionic Wavelet Transform: Application to ECG Denoising and Baseline Wandering Reduction. EURASIP J. Adv. Signal Process. 2007 (2007) - [j2]Reza Sameni, Mohammad Bagher Shamsollahi, Christian Jutten, Gari D. Clifford:
A Nonlinear Bayesian Filtering Framework for ECG Denoising. IEEE Trans. Biomed. Eng. 54(12): 2172-2185 (2007) - [c13]V. Esmaeili, Amin Assareh, Mohammad Bagher Shamsollahi, Mohammad H. Moradi, N. M. Arefian:
Designing a Fuzzy Rule Based System to Estimate Depth of Anesthesia. CIDM 2007: 681-687 - [c12]Omid Sayadi, Mohammad Bagher Shamsollahi:
ECG baseline correction with adaptive bionic wavelet transform. ISSPA 2007: 1-4 - 2006
- [c11]Hamed Mirghasemi, Mohammad B. Shamsollahi, Reza Fazel-Rezai:
Assessment of Preprocessing on Classifiers Used in the P300 Speller Paradigm. EMBC 2006: 1319-1322 - [c10]Hamed Mirghasemi, Reza Fazel-Rezai, Mohammad B. Shamsollahi:
Analysis of P300 Classifiers in Brain Computer Interface Speller. EMBC 2006: 6205-6208 - [c9]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: 6221-6224 - [c8]Hamid Reza Mohseni, Hamed Mirghasemi, Mohammad B. Shamsollahi, Mohammad R. Zamani:
Detection of Rhythmic Discharges in Newborn EEG Signals. EMBC (Supplement) 2006: 6577-6580 - [c7]Omid Sayadi, Mohammad Bagher Shamsollahi:
ECG Denoising with Adaptive Bionic Wavelet Transform. EMBC (Supplement) 2006: 6597-6600 - [c6]Ehsan Nezhadarya, Mohammad B. Shamsollahi, Omid Sayadi:
Fuzzy Wavelet and Contourlet Based Contrast Enhancement. EMBC (Supplement) 2006: 6635-6638 - [c5]Hamid Reza Mohseni, Arash Maghsoudi, Mohammad B. Shamsollahi:
Seizure Detection in EEG signals: A Comparison of Different approaches. EMBC (Supplement) 2006: 6724-6727 - [c4]Ehsan Nezhadarya, Mohammad Bagher Shamsollahi:
Noise reduction from magnetic resonance images using nonseperable transforms. Image Processing 2006: 61446F - 2005
- [c3]Ehsan Arbabi, Mohammad Bagher Shamsollahi:
SNR in wss jittered sampled signal. EUSIPCO 2005: 1-4 - [c2]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: 741-744 - 2004
- [c1]Shahab Oveisgharan, Mohammad Bagher Shamsollahi:
Speech modeling and voiced/unvoiced/mixed/silence speech segmentation with fractionally Gaussian noise based models. ICASSP (1) 2004: 613-616
1990 – 1999
- 1999
- [j1]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): 601-605 (1999)
Coauthor Index
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