@article{Albughdadi_Media_2016,
author = {M. Albughdadi, L Chaari, J.-Y Tourneret, F Forbes, P Ciuciu},
title = {Hemodynamic Brain Parcellation Using A Non-Parametric Bayesian Approach},
journal = {Medical Image Anlysis},
year = {2016},
month = {},
pages = {},
number = {},
volume = {},
note = {Submitted}
}
@article{Laruelo_2016,
author = {A. Laruelo, L. Chaari, J.-Y. Tourneret, H. Batatia, S. Ken, B. Rowland, R. Ferrand, A. Laprie},
title = {Spectral-spatial regularization to improve MRSI quantification},
journal = {NMR in Biomedicine},
year = {2016},
month = {},
pages = {},
number = {},
volume = {},
note = {Accepted}
}
@article{Chaari_TMI_2016,
author = {L. Chaari, S. Badillo, T. Vincent, G. Dehaene-Lambertz, F. Forbes, P. Ciuciu},
title = { Subject-level Joint Parcellation-Detection-Estimation in fMRI},
journal = {IEEE Transactions on Medical Imaging},
year = {2016},
month = {},
pages = {},
number = {},
volume = {},
note = {Submitted}
}
@inproceedings{Chaari_icassp_2014,
author = {L. Chaari and Hadj Batatia and Nicolas Dobigeon and J.-Y. Tourneret},
title = {A hierarchical sparsity-smoothness Bayesian model for l0 + l1 + l2 regularization},
booktitle = {IEEE International Conference Acoustics, Speech, and Signal (ICASSP)},
year = {2014},
address = {Florence, Italy},
month = {May 4 - 9},
owner = {Lotfi}
pdf = {http://lotfi-chaari.net/downloads/ICASSP_Chaari_2014.pdf}
}
@incollection{chaari_JDE_book,
editor = {J.-F. Giovannelli and J. Idier},
booktitle = {M\'ethodes d'inversion appliqu\'ees au traitement du signal et de l'image},
year = {2013},
month = {Nov.},
author = {P. Ciuciu and F. Forbes and T. Vincent and L. Chaari},
title = {D\'etection-estimation conjointe en {IRM} fonctionnelle},
publisher = {Hermes Science Publishing}
}
@patent{Chaari_patent_2011,
title = {Method for performing parallel magnetic resonance imaging},
author = {L. Chaari and J.-C. Pesquet and S. M\'eriaux and P. Ciuciu},
institution = {Univ. Marne-la-Vall\'ee and NeuroSpin-CEA},
year = {2012},
month = {March},
number = {PCT/IB2011/002330},
filing_num = {PCT/IB2011/002330},
note = {PCT/IB2011/002330},
type = {Patent}
}
@article{Chaari_frontiers_2014,
author = {T. Vincent and S. Badillo and L. Risser and L. Chaari and C. Bakhous and F. Forbes and P. Ciuciu},
title = {Flexible multivariate hemodynamics fMRI data analyses and simulations with PyHRF},
journal = {Frontiers in Neuroscience},
year = {2014},
month = {},
note = {doi: 10.3389/fnins.2014.00067},
pdf = {http://lotfi-chaari.net/downloads/frontiers_CHAARI_14.pdf}
}
@article{Chaari_tsp_2016,
author = {F. Costa and H. Batatia and L. Chaari and J.-Y. Tourneret},
title = {Sparse EEG Source Localization using Bernoulli Laplacian Priors},
journal = {IEEE Transactions on Biomedical Engineering},
year = {2016},
month = {},
note = {accepted},
pdf = {http://lotfi-chaari.net/downloads/tsp_CHAARI_16.pdf}
}
@article{Chaari_tsp_2016,
author = {L. Chaari and J.-Y. Tourneret and C. Chaux and H. Batatia},
title = {A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling},
journal = {IEEE Transactions on Signal Processing (IEEE TSP)},
year = {2014},
month = {},
note = {Accepted},
pdf = {http://lotfi-chaari.net/downloads/tsp_CHAARI_16.pdf}
}
@article{Chaari_magma_2014,
author = {L. Chaari and P. Ciuciu and S. M\'eriaux and J.-Ch. Pesquet},
title = {Spatio-temporal wavelet regularization for parallel MRI reconstruction: application to functional MRI},
journal = {Magnetic Resonance Materials in Physics, Biology and Medicine (MAGMA)},
year = {2014},
pages = {509-529},
volume = {27},
number ={6},
note = {DOI: 10.1007/s10334-014-0436-5},
pdf = {http://lotfi-chaari.net/downloads/magma_CHAARI.pdf}
}
@article{Chaari_TMI_2012,
author = {L. Chaari and T. Vincent and F. Forbes and M. Dojat and P. Ciuciu},
title = { Fast joint detection-estimation of evoked brain activity in event-related fMRI using a variational approach},
journal = {IEEE Transactions on Medical Imaging},
year = {2013},
month = {May},
pages = {821-837},
number = {5},
volume = {32},
pdf = {http://lotfi-chaari.net/downloads/JDE_CHAARI_IEEE_TMI_2012.pdf}
}
@article{Chaari_TSP_2010,
author = {L. Chaari and J.-C. Pesquet and J.-Y. Tourneret and P. Ciuciu and A. Benazza-Benyahia},
title = {A Hierarchical {B}ayesian Model For Frame Representation},
journal = {IEEE Transactions on Signal Processing},
year = {2010},
month = {Nov.},
pages = {5560-5571},
number = {11},
volume = {58},
pdf = {http://lotfi-chaari.net/downloads/CHAARI_TSP_2010.pdf}
}
@article{Chaari_MEDIA_2010,
title = {A wavelet-based regularized reconstruction algorithm for {SENSE} parallel {MRI} with applications to neuroimaging},
author = {L. Chaari and J.-C. Pesquet and A. Benazza-Benyahia and P. Ciuciu},
journal = {Medical Image Analysis},
year = {2011},
pages = {185--201},
volume = {15},
number = {2},
month = {Nov.},
pdf = {http://lotfi-chaari.net/downloads/CHAARI_MEDIA_2010.pdf}
}
@article{TS_2012,
title = {OPTIMED : Optimisation it\'erative pour la r\'esolution de probl\`emes inverses de grande taille},
author = {L. Chaari and E. Chouzenoux and N. Pustelnik and C. Chaux and S. Moussaoui},
journal = {Traitement du Signal},
year = {2011},
volume = {28},
number = {3-4},
pdf = {http://lotfi-chaari.net/downloads/OPTIMED.pdf}
}
@inproceedings{Chaari_mecbme_2014,
author = { L. Chaari, H. Batatia and J.-Y. Tourneret},
title = { Sparse Bayesian Image Restoration with Linear Operator Uncertainties with Application to EEG Signal Recovery},
booktitle = {Middle East Conference on Biomedical Engineering (MECBME)},
year = {2014},
address = {Doha, Qatar},
month = {February, 17-20},
pages ={},
note = {accepted},
owner = {Lotfi},
pdf = {http://lotfi-chaari.net/downloads/Chaari_mecbme_2014.pdf}
}
@inproceedings{Chaari_eusipco_2015,
author = {L. Chaari, J.-Y. Tourneret and C. Chaux},
title = {Sparse signal recovery using a Bernouilli generalized Gaussian prior},
booktitle = {European Signal Processing Conference ({EUSIPCO})},
year = {2015},
address = {Nice, France},
month = {August 31- September 4},
owner = {Lotfi},
pdf = {http://lotfi-chaari.net/downloads/Chaari_eusipco_2015.pdf}
}
@inproceedings{Albughdadi_eusipco_2014,
author = {M. Albughdadi, L. Chaari, F. Forbes, J.-Y. Tourneret and P. Ciuciu},
title = {Model Selection For Hemodynamic Brain Parcellation in fMRI},
booktitle = {European Signal Processing Conference ({EUSIPCO})},
year = {2014},
address = {Lisbon, Portugal},
month = {September, 1-5},
owner = {Lotfi},
pdf = {http://lotfi-chaari.net/downloads/Albughdadi_eusipco_2014.pdf}
}
@inproceedings{Chaari_eusipco_2013,
author = { L. Chaari, J.-Y. Tourneret and H. Batatia},
title = {Sparse Bayesian regularization using Bernoulli-Laplacian priors},
booktitle = {European Signal Processing Conference ({EUSIPCO})},
year = {2013},
address = {Marrkech, Morocco},
month = {September, 9-13},
owner = {Lotfi},
pdf = {http://lotfi-chaari.net/downloads/Chaari_eusipco_2013.pdf}
}
@inproceedings{Laruelo_2013,
author = {A. Laruelo and L. Chaari and H. Batatia and S. Ken and B. Rowland and J.-Y. Tourneret and A. Laprie},
title = {Hybrid Sparse Regularization for Magnetic Resonance Spectroscopy},
booktitle = {{IEEE I}nternational {C}onference of {E}ngineering in {M}edicine and {B}iology Society ({EMBC})},
year = {2013},
address = {Osaka, Japan},
month = {July, 3-7},
pages ={},
note = {accepted},
owner = {Lotfi},
pdf = {http://lotfi-chaari.net/downloads/Laruelo_2013_EMBC.pdf}
}
@inproceedings{Bakhous_2012,
author = {C. Bakhous and F. Forbes and T. Vincent and L. Chaari and M. Dojat
and P. Ciuciu},
title = {Adaptive experimental condition selection in event-related f{MRI}},
booktitle = {{IEEE I}nternational {S}ympsium on {B}iomedical {I}maging (ISBI)},
year = {2012},
address = {Barcelona, Spain},
month = {Mai, 2-5},
pages ={1755-1758},
owner = {Lotfi},
timestamp = {2009.03.07},
pdf = {http://lotfi-chaari.net/downloads/ISBI_2012_Bakhous.pdf}
}
@inproceedings{Chaari_icip_09,
author = {L. Chaari and A. Benazza-Benyahia and J.-C. Pesquet and P. Ciuciu},
title = {Wavelet based parallel {MRI} regularization using bivariate sparsity
promoting priors},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
year = {2009},
pages = {460-464},
address = {Cairo, Egypt},
month = {November 7-11},
pdf = {http://lotfi-chaari.net/downloads/ICIP09_Chaari.pdf}
}
@inproceedings{Chaari_ismrm_09,
author = {L. Chaari and P. Ciuciu and A. Benazza-Benyahia and J.-C. Pesquet},
title = {Performance of three parallel {MRI} reconstruction mthods in the
presence of coil sensitivity map errors},
booktitle = {International Society for Magnetic Resonance in Medicine (ISMRM)
Meeting},
year = {2009},
address = {Honolulu, USA},
month = {April 18-24},
pdf = {http://lotfi-chaari.net/downloads/ISMRM_CHAARI_09.pdf}
}
@inproceedings{Chaari_ssp_11,
author = {L. Chaari and F. Forbes and P. Ciuciu and T. Vincent and M. Dojat},
title = {Bayesian Variational Approximation for the Joint Detection Estimation
of Brain Activity in f{MRI}},
booktitle = {IEEE Workshop on Statistical Signal Processing (SSP)},
year = {2011},
address = {Nice, France},
month = {June, 28-30},
pdf = {http://lotfi-chaari.net/downloads/SSP_CHAARI_JDE_2011.pdf}
}
@inproceedings{Chaari_MICCAI_2011,
author = {L. Chaari and F. Forbes and T. Vincent and P. Ciuciu},
title = {Hemodynamic-informed parcellation of f{MRI} data in a
variational joint detection estimation framework},
booktitle = {MICCAI},
series = {LNCS 7512},
pages = {180-188},
publisher = {Springer Verlag Berlin Heidelberg}
year = {2012},
address = {Nice, France},
month = {October},
pdf = {http://lotfi-chaari.net/downloads/MICCAI_2012_Chaari.pdf}
}
@inproceedings{Chaari_ICIP_2012,
author = {L. Chaari and F. Forbes and T. Vincent and P. Ciuciu},
title = {Robust voxel-wise Joint Detection Estimation of brain activity in f{MRI}},
booktitle = {ICIP},
year = {2012},
address = {Orlando, USA},
month = {September 30 - October 3}
pages = {1273-1276}
pdf = {http://lotfi-chaari.net/downloads/ICIP_Chaari_2012.pdf}
}
@inproceedings{Chaari_MICCAI_2011,
author = {L. Chaari and F. Forbes and T. Vincent and M. Dojat and P. Ciuciu},
title = {Variational Solution to the Joint Detection Estimation of Brain Activity in f{MRI}},
booktitle = {MICCAI},
series = {LNCS 6892 (Part II)},
pages = {260--268},
publisher = {Springer Verlag Berlin Heidelberg}
year = {2011},
address = {Toronto, Canada},
month = {September},
pdf = {http://lotfi-chaari.net/downloads/MICCAI_2011_CHAARI.pdf}
}
@inproceedings{Chaari_isbi_11,
author = {L. Chaari and S. M\'eriaux and S. Badillo and P. Ciuciu and J.-C.
Pesquet},
title = {{3D} wavelet-based regularization for parallel {MRI} reconstruction:
impact on subject and group-level statistical sensitivity in f{MRI}},
booktitle = {In IEEE International Sympsium on Biomedical Imaging ({ISBI})},
year = {2011},
pages = {460-464},
address = {Chicago, USA},
month = {March 30-April 2},
pdf = {http://lotfi-chaari.net/downloads/ISBI2011_CHAARI.pdf}
}
@inproceedings{Chaari_hbm_10,
author = {L. Chaari and S. M\'eriaux and J.-C. Pesquet and P. Ciuciu},
title = {Impact of the parallel imaging reconstruction algorithm on the statistical
sensitivity in f{MRI}},
booktitle = {16th Annual Meeting of the Organization for Human Brain Mapping},
year = {2010},
address = {Barcelona, Spain},
month = {June 6-10},
pdf = {http://lotfi-chaari.net/downloads/poster_HBM_Chaari.pdf}
}
@inproceedings{Chaari_isabel_10,
author = {L. Chaari and S. M\'eriaux and J.-C. Pesquet and P. Ciuciu},
title = {Impact of the parallel imaging reconstruction algorithm on brain
activity detection in f{MRI}},
booktitle = {International Symposium on Applied Sciences in Biomedical and Communication
Technologies},
year = {2010},
address = {Roma, Italy},
month = {November, 7-10},
pdf = {http://lotfi-chaari.net/downloads/ISABEL2010_Chaari.pdf}
}
@inproceedings{Chaari_spars_09,
author = {L. Chaari and J.-C. Pesquet and A. Benazza-Benyahia and P. Ciuciu},
title = {Minimization of a sparsity promoting criterion for the recovery of
complex-valued signals},
booktitle = {Signal Processing with Adaptive Sparse Structured Representations
Workshop (SPARS)},
year = {2009},
address = {Saint-Malo, France},
month = {April 6-9},
pdf = {http://lotfi-chaari.net/downloads/SPARS_CHAARI_09.pdf}
}
@inproceedings{chaari_isbi_08,
author = {L. Chaari and J.-C. Pesquet and A. Benazza-Benyahia and P. Ciuciu},
title = {{A}utocalibrated Parallel {MRI} Reconstruction in the Wavelet Domain},
booktitle = {{IEEE I}nternational {S}ympsium on {B}iomedical {I}maging (ISBI)},
year = {2008},
pages = {756--759},
address = {Paris, France},
month = {May 14-17},
journal = {IEEE ISBI},
owner = {chaari},
pdf = {http://lotfi-chaari.net/downloads/ISBI08_Chaari.pdf}
}
@inproceedings{Chaari_ssp_11b,
author = {L. Chaari and J.-C. Pesquet and J.-Y. Tourneret and P. Ciuciu},
title = {Parameter estimation for Hybrid Wavelet-Total Variation regularization},
booktitle = {IEEE Workshop on Statistical Signal Processing (SSP)},
year = {2011},
address = {Nice, France},
month = {June, 28-30},
pdf = {http://lotfi-chaari.net/downloads/SSP_CHAARI_2011.pdf}
}
@inproceedings{Chaari_icassp_2010,
author = {L. Chaari and J.-C. Pesquet and J.-Y. Tourneret and P. Ciuciu and
A. Benazza-Benyahia},
title = {A Hierarchical Bayesian Model For Frame Representation},
booktitle = {IEEE International Conference Acoustics, Speech, and Signal (ICASSP)},
year = {2010},
pages = {4086-4089},
address = {Dallas, USA},
month = {March 14 - 19},
owner = {Lotfi},
timestamp = {2009.03.07},
pdf = {http://lotfi-chaari.net/downloads/ICASSP_Chaari_2010.pdf}
}
@inproceedings{Chaari_spie_09,
author = {L. Chaari and N. Pustelnik and C. Chaux and J.-C. Pesquet},
title = {Solving inverse problems with overcomplete transforms and convex
optimization techniques},
booktitle = {Society of Photo-optical Instrumentation Engineers (SPIE) Conference},
year = {2009},
address = {San Diego, USA},
month = {August 2-6},
pdf = {http://lotfi-chaari.net/downloads/SPIE09_CHAARI.pdf}
}
@inproceedings{chaari_sfds_11,
author = {L. Chaari and F. Forbes and P. Ciuciu and T. Vincent and M. Dojat},
title = {A Variational Bayesian approach for the Joint Detection Estimation of Brain Activity in functional {MRI}},
booktitle = {Journ\'ees de Statistique de la Soci\'et\'e Fran\c aise de Statistique (SFdS)},
year = {2011},
address = {Tunis, Tunisia},
month = {May 23 - 27},
pdf = {http://lotfi-chaari.net/downloads/SFDS2011_CHAARI.pdf}
}
@inproceedings{chaari_sfds_12,
author = {L. Chaari and F. Forbes and T. Vincent and P. Ciuciu},
title = {Parcel-free Joint Detection-Estimation in f{MRI}},
booktitle = {Journ\'ees de Statistique de la Soci\'et\'e Fran\c aise de Statistique (SFdS)},
year = {2012},
address = {Brussels, Belgium},
month = {May 21 - 25},
pdf = {http://lotfi-chaari.net/downloads/SFDS2012_CHAARI.pdf}
}
@inproceedings{bakhous_sfds_12,
author = {C. Bakhous and F. Forbes and T. Vincent and L. Chaari and M. Dojat and P. Ciuciu},
title = {S\'election de variable dans un cadre bay\'esien de traitement de données {IRM} fonctionnelle},
booktitle = {Journ\'ees de Statistique de la Soci\'et\'e Fran\c aise de Statistique (SFdS)},
year = {2012},
address = {Brussels, Belgium},
month = {May 21 - 25},
pdf = {http://lotfi-chaari.net/downloads/SFDS_2012_Bakhous.pdf}
}