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PyHRF: A Python Library for the Analysis of fMRI Data Based on Local Estimation of the Hemodynamic Response Function

Jaime Arias , Philippe Ciuciu , Michel Dojat , Florence Forbes , Aina Frau-Pascual , et al.
16th Python in Science Conference (SciPy 2017), Jul 2017, Austin, TX, United States. pp.34-40, ⟨10.25080/shinma-7f4c6e7-006⟩
Communication dans un congrès hal-01566457v1

Model Selection for Hemodynamic Brain Parcellation in fMRI

Mohanad Albughdadi , Lotfi Chaari , Florence Forbes , Jean-Yves Tourneret , Philippe Ciuciu
EUSIPCO - 22nd European Signal Processing Conference, Sep 2014, Lisbon, Portugal. pp.31 - 35
Communication dans un congrès hal-01107475v1

Sélection de variables dans un cadre Bayésien de traitement de données d'IRM fonctionnelle

Christine Bakhous , Florence Forbes , Thomas Vincent , Lotfi Chaari , Michel Dojat , et al.
44e Journées de Statistique, Société Française de Statistique, May 2012, Bruxelles, Belgique
Communication dans un congrès hal-00780088v1
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Scale-Free and Multifractal Time Dynamics of fMRI Signals during Rest and Task.

Philippe Ciuciu , G. Varoquaux , Patrice Abry , S. Sadaghiani , A. Kleinschmidt
Frontiers in Physiology, 2012, 3 (1), pp.186. ⟨10.3389/fphys.2012.00186⟩
Article dans une revue hal-00852175v1
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Fast joint detection-estimation of evoked brain activity in event-related fMRI using a variational approach

Lotfi Chaari , Thomas Vincent , Florence Forbes , Michel Dojat , Philippe Ciuciu
IEEE Transactions on Medical Imaging, 2013, 32 (5), pp.821-837. ⟨10.1109/TMI.2012.2225636⟩
Article dans une revue inserm-00753873v1
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Benchmarking MRI Reconstruction Neural Networks on Large Public Datasets

Zaccharie Ramzi , Philippe Ciuciu , Jean-Luc Starck
Applied Sciences, 2020
Article dans une revue hal-03028066v1
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Dynamique cérébrale en neuroimagerie fonctionnelle

Philippe Ciuciu
Autre [q-bio.OT]. Université Paris Sud - Paris XI, 2008
HDR tel-00333734v1

High temporal resolution functional MRI using parallel echo-volumar imaging

Cécile Rabrait , Philippe Ciuciu , Alejandro Ribés , Cyril Poupon , Patrick Le Roux , et al.
Journal of Magnetic Resonance Imaging, 2008, 27 (4), pp.744-53
Article dans une revue hal-00349689v1
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Multifractal analysis for cumulant-based epileptic seizure detection in eeg time series

Omar D Domingues , Philippe Ciuciu , Daria La Rocca , Patrice Abry , Herwig Wendt
ISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy
Communication dans un congrès hal-02108099v1
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NC-PDNet: a Density-Compensated Unrolled Network for 2D and 3D non-Cartesian MRI Reconstruction

Zaccharie Ramzi , Chaithya Giliyar Radhakrishna , Jean-Luc Starck , Philippe Ciuciu
IEEE Transactions on Medical Imaging, 2022, ⟨10.1109/TMI.2022.3144619⟩
Article dans une revue hal-03188997v3
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Off-resonance correction of non-Cartesian SWI using internal field map estimation

Guillaume Daval-Frérot , Aurélien Massire , Mathilde Ripart , Boris Mailhé , Mariappan S. Nadar , et al.
International Society for Magnetic Resonance in Medicine, May 2021, Online, United States
Communication dans un congrès hal-03457211v1
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On the generation of sampling schemes for Magnetic Resonance Imaging

Claire Boyer , Nicolas Chauffert , Philippe Ciuciu , Jonas Kahn , Pierre Weiss
SIAM Journal on Imaging Sciences, 2016, 9 (4), pp.2039-20972
Article dans une revue hal-01373758v2
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Scale-free functional connectivity analysis from source reconstructed MEG data

Daria La Rocca , Philippe Ciuciu , V van Wassenhove , H Wendt , Patrice Abry , et al.
EUSIPCO 2018 - 26th European Signal Processing Conference, Sep 2018, Roma, Italy. pp.1-5
Communication dans un congrès hal-01800620v1
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Prediction of activation patterns preceding hallucinations in patients with schizophrenia using machine learning with structured sparsity

Amicie de Pierrefeu , Thomas Fovet , Fouad Hadj-Selem , Tommy Lofstedt , Philippe Ciuciu , et al.
Human Brain Mapping, 2018, 39 (4), pp.1777 - 1788. ⟨10.1002/hbm.23953⟩
Article dans une revue cea-01883271v1
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Robust Bayesian estimation of the hemodynamic response function in event-related BOLD fMRI using basic physiological information.

Guillaume Marrelec , Habib Benali , Philippe Ciuciu , Mélanie Pélégrini-Issac , Jean-Baptiste Poline
Human Brain Mapping, 2003, 19 (1), pp.1-17. ⟨10.1002/hbm.10100⟩
Article dans une revue cea-00333748v1
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Image reconstruction from multiple sensors using Stein's principle. Application to parallel MRI

Alexandru Marin , Caroline Chaux , Jean-Christophe Pesquet , Philippe Ciuciu
ISBI 2011, Mar 2011, United States
Communication dans un congrès hal-00733471v1
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Self-calibrating nonlinear reconstruction algorithms for variable density sampling and parallel reception MRI

Loubna El Gueddari , C. Lazarus , H Carrié , A. Vignaud , Philippe Ciuciu
10th IEEE Sensor Array and Multichannel Signal Processing workshop, Jul 2018, Sheffield, United Kingdom. pp.1-5
Communication dans un congrès hal-01782428v2
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Travelling salesman-based variable density sampling

Nicolas Chauffert , Philippe Ciuciu , Jonas Kahn , Pierre Weiss
SampTA - 10th Conference International Conference on Sampling Theory and Applications, Jul 2013, Bremen, Germany. pp.509-512
Communication dans un congrès hal-00848290v1
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fMRI BOLD signal decomposition using a multivariate low-rank model

Hamza Cherkaoui , Thomas Moreau , Abderrahim Halimi , Philippe Ciuciu
Eusipco 2019 - 27th European Signal Processing Conference, Sep 2019, Corunna, Spain
Communication dans un congrès hal-02163497v2
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3D variable-density SPARKLING trajectories for high-resolution T2*-weighted Magnetic Resonance imaging

Carole Lazarus , Pierre Weiss , Loubna El Gueddari , Franck Mauconduit , Aurélien Massire , et al.
NMR in Biomedicine, In press
Article dans une revue hal-02637943v1
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Wavelets in the deep learning era

Zaccharie Ramzi , Kevin Michalewicz , Jean-Luc Starck , Thomas Moreau , Philippe Ciuciu
Journal of Mathematical Imaging and Vision, 2022, 65, ⟨10.1007/s10851-022-01123-w⟩
Article dans une revue hal-03346892v1
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Impact of perceptual learning on resting-state fMRI connectivity: A supervised classification study

Mehdi Rahim , Philippe Ciuciu , Salma Bougacha
Eusipco 2016, Aug 2016, Budapest, Hungary
Communication dans un congrès hal-01355478v1
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Letter binding and invariant recognition of masked words: behavioral and neuroimaging evidence.

Stanislas Dehaene , Antoinette Jobert , L. Naccache , Philippe Ciuciu , J.-B. Poline , et al.
Psychological Science, 2004, 15 (5), pp.307-13. ⟨10.1111/j.0956-7976.2004.00674.x⟩
Article dans une revue cea-00333665v1
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Minimization of a sparsity promoting criterion for the recovery of complex-valued signals

Lotfi Chaâri , Jean-Christophe Pesquet , Amel Benazza-Benyahia , Philippe Ciuciu
SPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France
Communication dans un congrès inria-00369590v1

Deep learning‐assisted model‐based off‐resonance correction for non‐Cartesian SWI

Guillaume Daval-Frérot , Aurélien Massire , Boris Mailhé , Mariappan Nadar , Blanche Bapst , et al.
Magnetic Resonance in Medicine, 2023, 90 (4), pp.1431-1445. ⟨10.1002/mrm.29738⟩
Article dans une revue hal-04391871v1
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Impact of B0 field imperfections correction on BOLD sensitivity in 3D‐SPARKLING fMRI data

Zaineb Amor , Caroline Le Ster , Chaithya Gr , Guillaume Daval-Frérot , Nicolas Boulant , et al.
Magnetic Resonance in Medicine, 2023, ⟨10.1002/mrm.29943⟩
Article dans une revue hal-04363381v1
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Benchmarking Deep Nets MRI Reconstruction Models on the FastMRI Publicly Available Dataset

Zaccharie Ramzi , Philippe Ciuciu , Jean-Luc Starck
ISBI 2020 - International Symposium on Biomedical Imaging, Apr 2020, Iowa City, United States
Communication dans un congrès hal-02436223v1

method and apparatus for accelerated magnetic resonance imaging

Nicolas Chauffert , Philippe Ciuciu , Jonas Kahn , Carole Lazarus , Alexandre Vignaud , et al.
France, Patent n° : US2020/0205692. 2020
Brevet hal-03103344v1
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SPARKLING: nouveaux schémas d’échantillonnage compressif prospectif pour l’IRM haute résolution

Carole Lazarus , Pierre Weiss , Nicolas Chauffert , Alexandre Vignaud , Philippe Ciuciu
GRETSI, Sep 2017, Juan les Pins, France
Communication dans un congrès hal-01577207v1
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Variable density sampling based on physically plausible gradient waveform. Application to 3D MRI angiography

Nicolas Chauffert , Pierre Weiss , Marianne Boucher , Sébastien Mériaux , Philippe Ciuciu
IEEE International Symposium on Biomedical Imaging (ISBI), Apr 2015, New-York, United States
Communication dans un congrès hal-01119578v1