Philippe Ciuciu

ORCID

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 45

Top Venues

Publications

Zaineb Amor, Pierre-Antoine Comby, Caroline Le Ster, Alexandre Vignaud, Philippe Ciuciu
Non-Cartesian Non-Fourier FMRI Imaging for High-Resolution Retinotopic Mapping at 7 Tesla. CAMSAP (2023)
Zaccharie Ramzi, Kevin Michalewicz, Jean-Luc Starck, Thomas Moreau, Philippe Ciuciu
Wavelets in the Deep Learning Era. J. Math. Imaging Vis. 65 (1) (2023)
Pierre-Antoine Comby, Zaineb Amor, Alexandre Vignaud, Philippe Ciuciu
Denoising of fMRI Volumes Using Local Low Rank Methods. ISBI (2023)
Chaithya G. R., Zaccharie Ramzi, Philippe Ciuciu
Hybrid Learning of Non-Cartesian K-Space Trajectory and Mr Image Reconstruction Networks. ISBI (2022)
Chaithya G. R., Pierre Weiss, Guillaume Daval-Frerot, Aurélien Massire, Alexandre Vignaud, Philippe Ciuciu
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 41 (8) (2022)
Chaithya G. R., Philippe Ciuciu
Benchmarking learned non-Cartesian k-space trajectories and reconstruction networks. CoRR (2022)
Kumari Pooja, Zaccharie Ramzi, Chaithya G. R., Philippe Ciuciu
MC-PDNet: Deep Unrolled Neural Network For Multi-Contrast Mr Image Reconstruction From Undersampled K-Space Data. ISBI (2022)
Zaccharie Ramzi, Florian Mannel, Shaojie Bai, Jean-Luc Starck, Philippe Ciuciu, Thomas Moreau
SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models. ICLR (2022)
Zaccharie Ramzi, Chaithya G. R., Jean-Luc Starck, Philippe Ciuciu
NC-PDNet: A Density-Compensated Unrolled Network for 2D and 3D Non-Cartesian MRI Reconstruction. IEEE Trans. Medical Imaging 41 (7) (2022)
Loubna El Gueddari, Chaithya Giliyar Radhakrishna, Émilie Chouzenoux, Philippe Ciuciu
Calibration-Less Multi-Coil Compressed Sensing Magnetic Resonance Image Reconstruction Based on OSCAR Regularization. J. Imaging 7 (3) (2021)
Zaccharie Ramzi, Florian Mannel, Shaojie Bai, Jean-Luc Starck, Philippe Ciuciu, Thomas Moreau
SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models. CoRR (2021)
Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck
Density Compensated Unrolled Networks for Non-Cartesian MRI Reconstruction. CoRR (2021)
Zaccharie Ramzi, Alexandre Vignaud, Jean-Luc Starck, Philippe Ciuciu
Is good old GRAPPA dead? CoRR (2021)
Zaccharie Ramzi, Jean-Luc Starck, Philippe Ciuciu
Density Compensated Unrolled Networks For Non-Cartesian MRI Reconstruction. ISBI (2021)
Chaithya G. R., Pierre Weiss, Guillaume Daval-Frerot, Aurélien Massire, Alexandre Vignaud, Philippe Ciuciu
Optimizing full 3D SPARKLING trajectories for high-resolution T2*-weighted Magnetic Resonance Imaging. CoRR (2021)
Chaithya G. R., Zaccharie Ramzi, Philippe Ciuciu
Learning the sampling density in 2D SPARKLING MRI acquisition for optimized image reconstruction. EUSIPCO (2021)
Matthew J. Muckley, Bruno Riemenschneider, Alireza Radmanesh, Sunwoo Kim, Geunu Jeong, Jingyu Ko, Yohan Jun, Hyungseob Shin, Dosik Hwang, Mahmoud Mostapha, Simon Arberet, Dominik Nickel, Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck, Jonas Teuwen, Dimitrios Karkalousos, Chaoping Zhang, Anuroop Sriram, Zhengnan Huang, Nafissa Yakubova, Yvonne W. Lui, Florian Knoll
Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction. IEEE Trans. Medical Imaging 40 (9) (2021)
Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Claire Leroy, Philippe Ciuciu
Multivariate semi-blind deconvolution of fMRI time series. NeuroImage 241 (2021)
Daria La Rocca, Philippe Ciuciu, Denis-Alexander Engemann, Virginie van Wassenhove
networks following multisensory training. NeuroImage 206 (2020)
Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck
XPDNet for MRI Reconstruction: an Application to the fastMRI 2020 Brain Challenge. CoRR (2020)
Matthew J. Muckley, Bruno Riemenschneider, Alireza Radmanesh, Sunwoo Kim, Geunu Jeong, Jingyu Ko, Yohan Jun, Hyungseob Shin, Dosik Hwang, Mahmoud Mostapha, Simon Arberet, Dominik Nickel, Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck, Jonas Teuwen, Dimitrios Karkalousos, Chaoping Zhang, Anuroop Sriram, Zhengnan Huang, Nafissa Yakubova, Yvonne W. Lui, Florian Knoll
State-of-the-Art Machine Learning MRI Reconstruction in 2020: Results of the Second fastMRI Challenge. CoRR (2020)
Zaccharie Ramzi, Jean-Luc Starck, Thomas Moreau, Philippe Ciuciu
Wavelets in the Deep Learning Era. EUSIPCO (2020)
Zaccharie Ramzi, Benjamin Remy, Francois Lanusse, Jean-Luc Starck, Philippe Ciuciu
Denoising Score-Matching for Uncertainty Quantification in Inverse Problems. CoRR (2020)
Samuel Farrens, Antoine Grigis, Loubna El Gueddari, Zaccharie Ramzi, Chaithya G. R., S. Starck, B. Sarthou, Hamza Cherkaoui, Philippe Ciuciu, Jean-Luc Starck
PySAP: Python Sparse Data Analysis Package for multidisciplinary image processing. Astron. Comput. 32 (2020)
Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck
Benchmarking Deep Nets MRI Reconstruction Models on the Fastmri Publicly Available Dataset. ISBI (2020)
Loubna El Gueddari, Philippe Ciuciu, Émilie Chouzenoux, Alexandre Vignaud, Jean-Christophe Pesquet
Calibrationless Oscar-Based Image Reconstruction in Compressed Sensing Parallel MRI. ISBI (2019)
Omar D. Domingues, Philippe Ciuciu, Daria La Rocca, Patrice Abry, Herwig Wendt
Multifractal Analysis for Cumulant-Based Epileptic Seizure Detection in Eeg Time Series. ISBI (2019)
Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Philippe Ciuciu
Sparsity-based Blind Deconvolution of Neural Activation Signal in FMRI. ICASSP (2019)
Abderrahim Halimi, Philippe Ciuciu, Aongus McCarthy, Stephen McLaughlin, Gerald S. Buller
Fast Adaptive Scene Sampling for Single-Photon 3D Lidar Images. CAMSAP (2019)
Philippe Ciuciu, Anna Kazeykina
Anisotropic compressed sensing for non-Cartesian MRI acquisitions. CoRR (2019)
Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Philippe Ciuciu
fMRI BOLD signal decomposition using a multivariate low-rank model. EUSIPCO (2019)
Hamza Cherkaoui, Loubna El Gueddari, Carole Lazarus, Antoine Grigis, Fabrice Poupon, Alexandre Vignaud, Samuel Farrens, Jean-Luc Starck, Philippe Ciuciu
Analysis vs Synthesis-based Regularization for Combined Compressed Sensing and Parallel MRI Reconstruction at 7 Tesla. EUSIPCO (2018)
Loubna El Gueddari, Carole Lazarus, H. Carrie, Alexandre Vignaud, Philippe Ciuciu
Self-Calibrating Nonlinear Reconstruction Algorithms for Variable Density Sampling and Parallel Reception MRI. SAM (2018)
Amicie de Pierrefeu, Tommy Löfstedt, Charles Laidi, Fouad Hadj-Selem, Marion Leboyer, Philippe Ciuciu, Josselin Houenou, Edouard Duchesnay
Interpretable and stable prediction of schizophrenia on a large multisite dataset using machine learning with structured sparsity. PRNI (2018)
Daria La Rocca, Philippe Ciuciu, Virginie van Wassenhove, Herwig Wendt, Patrice Abry, Roberto F. Leonarduzzi
Scale-Free Functional Connectivity Analysis from Source Reconstructed MEG Data. EUSIPCO (2018)
Herwig Wendt, Patrice Abry, Philippe Ciuciu
Spatially regularized wavelet leader scale-free analysis of fMRI data. ISBI (2018)
Amicie de Pierrefeu, Tommy Löfstedt, Fouad Hadj-Selem, Mathieu Dubois, Renaud Jardri, Thomas Fovet, Philippe Ciuciu, Vincent Frouin, Edouard Duchesnay
Structured Sparse Principal Components Analysis With the TV-Elastic Net Penalty. IEEE Trans. Medical Imaging 37 (2) (2018)
Philippe Ciuciu, Herwig Wendt, Sébastien Combrexelle, Patrice Abry
Spatially regularized multifractal analysis for fMRI data. EMBC (2017)
Jaime Arias, Philippe Ciuciu, Michel Dojat, Florence Forbes, Aina Frau-Pascual, Thomas Perret, Jan M. Warnking
PyHRF: A Python Library for the Analysis of fMRI Data Based on Local Estimation of the Hemodynamic Response Function. SciPy (2017)
Mohanad Albughdadi, Lotfi Chaâri, Jean-Yves Tourneret, Florence Forbes, Philippe Ciuciu
A Bayesian non-parametric hidden Markov random model for hemodynamic brain parcellation. Signal Process. 135 (2017)
Claire Boyer, Nicolas Chauffert, Philippe Ciuciu, Jonas Kahn, Pierre Weiss
On the Generation of Sampling Schemes for Magnetic Resonance Imaging. SIAM J. Imaging Sci. 9 (4) (2016)
Mohanad Albughdadi, Lotfi Chaâri, Florence Forbes, Jean-Yves Tourneret, Philippe Ciuciu
Multi-subject joint parcellation detection estimation in functional MRI. ISBI (2016)
Hubert Pelle, Philippe Ciuciu, Mehdi Rahim, Elvis Dohmatob, Patrice Abry, Virginie van Wassenhove
Multivariate hurst exponent estimation in FMRI. Application to brain decoding of perceptual learning. ISBI (2016)
Mehdi Rahim, Philippe Ciuciu, Salma Bougacha
Impact of perceptual learning on resting-state fMRI connectivity: A supervised classification study. EUSIPCO (2016)
Nicolas Chauffert, Pierre Weiss, Jonas Kahn, Philippe Ciuciu
A Projection Algorithm for Gradient Waveforms Design in Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 35 (9) (2016)
Fabian Pedregosa, Michael Eickenberg, Philippe Ciuciu, Bertrand Thirion, Alexandre Gramfort
Data-driven HRF estimation for encoding and decoding models. NeuroImage 104 (2015)
Aina Frau-Pascual, Florence Forbes, Philippe Ciuciu
Physiological models comparison for the analysis of ASL FMRI data. ISBI (2015)
Aina Frau-Pascual, Florence Forbes, Philippe Ciuciu
Comparison of Stochastic and Variational Solutions to ASL fMRI Data Analysis. MICCAI (1) (2015)
Aina Frau-Pascual, Florence Forbes, Philippe Ciuciu
Variational Physiologically Informed Solution to Hemodynamic and Perfusion Response Estimation from ASL fMRI Data. PRNI (2015)
Anisia Florescu, Émilie Chouzenoux, Jean-Christophe Pesquet, Philippe Ciuciu, Silviu Ciochina
A Majorize-Minimize Memory Gradient method for complex-valued inverse problems. Signal Process. 103 (2014)
Aina Frau-Pascual, Thomas Vincent, Jennifer Sloboda, Philippe Ciuciu, Florence Forbes
Physiologically Informed Bayesian Analysis of ASL fMRI Data. BAMBI (2014)
Philippe Ciuciu, Patrice Abry, Biyu J. He
Interplay between functional connectivity and scale-free dynamics in intrinsic fMRI networks. NeuroImage 95 (2014)
Solveig Badillo, Severine Desmidt, Chantal Ginisty, Philippe Ciuciu
Multi-subject Bayesian Joint Detection and Estimation in fMRI. PRNI (2014)
Aina Frau-Pascual, Thomas Vincent, Florence Forbes, Philippe Ciuciu
Hemodynamically informed parcellation of cerebral FMRI data. ICASSP (2014)
Fabian Pedregosa, Michael Eickenberg, Philippe Ciuciu, Alexandre Gramfort, Bertrand Thirion
Data-driven HRF estimation for encoding and decoding models. CoRR (2014)
Yousra Bekhti, Nicolas Zilber, Fabian Pedregosa, Philippe Ciuciu, Virginie van Wassenhove, Alexandre Gramfort
Decoding perceptual thresholds from MEG/EEG. PRNI (2014)
Mohanad Albughdadi, Lotfi Chaâri, Florence Forbes, Jean-Yves Tourneret, Philippe Ciuciu
Model selection for hemodynamic brain parcellation in FMRI. EUSIPCO (2014)
Nicolas Zilber, Philippe Ciuciu, Alexandre Gramfort, Leila Azizi, Virginie van Wassenhove
Supramodal processing optimizes visual perceptual learning and plasticity. NeuroImage 93 (2014)
Nicolas Chauffert, Philippe Ciuciu, Jonas Kahn, Pierre Weiss
Variable Density Sampling with Continuous Trajectories. SIAM J. Imaging Sci. 7 (4) (2014)
Solveig Badillo, Thomas Vincent, Philippe Ciuciu
Multi-session extension of the joint-detection framework in fMRI. ISBI (2013)
Nicolas Chauffert, Philippe Ciuciu, Pierre Weiss
Variable density compressed sensing in MRI. Theoretical vs heuristic sampling strategies. ISBI (2013)
Thomas Vincent, Jan Warnking, Marjorie Villien, Alexandre Krainik, Philippe Ciuciu, Florence Forbes
Bayesian Joint Detection-Estimation of Cerebral Vasoreactivity from ASL fMRI Data. MICCAI (2) (2013)
Solveig Badillo, Gaël Varoquaux, Philippe Ciuciu
Hemodynamic Estimation Based on Consensus Clustering. PRNI (2013)
Nicolas Zilber, Philippe Ciuciu, Patrice Abry, Virginie van Wassenhove
Learning-induced modulation of scale-free properties of brain activity measured with MEG. ISBI (2013)
Christine Bakhous, Florence Forbes, Thomas Vincent, Michel Dojat, Philippe Ciuciu
Variational variable selection to assess experimental condition relevance in event-related fMRI. ISBI (2013)
Lotfi Chaâri, Thomas Vincent, Florence Forbes, Michel Dojat, Philippe Ciuciu
Fast Joint Detection-Estimation of Evoked Brain Activity in Event-Related fMRI Using a Variational Approach. IEEE Trans. Medical Imaging 32 (5) (2013)
Thomas Vincent, Florence Forbes, Philippe Ciuciu
Bayesian bold and perfusion source separation and deconvolution from functional ASL imaging. ICASSP (2013)
Solveig Badillo, Thomas Vincent, Philippe Ciuciu
Group-level impacts of within- and between-subject hemodynamic variability in fMRI. NeuroImage 82 (2013)
Anne-Laure Fouque, Clara Fischer, Vincent Frouin, Philippe Ciuciu, Edouard Duchesnay
Comparison of Features for Voxel-Based Analysis and Classification of Anatomical Neuroimaging Data. PRNI (2013)
Anisia Florescu, Émilie Chouzenoux, Jean-Christophe Pesquet, Philippe Ciuciu, Silviu Ciochina
A complex-valued Majorize-Minimize Memory Gradient method with application to parallel MRI. EUSIPCO (2013)
Nicolas Zilber, Philippe Ciuciu, Patrice Abry, Virginie van Wassenhove
Modulation of scale-free properties of brain activity in MEG. ISBI (2012)
Lotfi Chaâri, Sébastien Mériaux, Solveig Badillo, Jean-Christophe Pesquet, Philippe Ciuciu
Multidimensional Wavelet-based Regularized Reconstruction for Parallel Acquisition in Neuroimaging CoRR (2012)
Claire Boyer, Philippe Ciuciu, Pierre Weiss, Sébastien Mériaux
PICS: Hybrid regularized reconstruction for combined parallel imaging and compressive sensing in MRI. ISBI (2012)
Lotfi Chaâri, Florence Forbes, Thomas Vincent, Philippe Ciuciu
Robust voxel-wise joint detection estimation of brain activity in fMRI. ICIP (2012)
Christine Bakhous, Thomas Forbes, Thomas Vincent, Lotfi Chaâri, Michel Dojat, Philippe Ciuciu
Adaptive experimental condition selection in event-related fMRI. ISBI (2012)
Lotfi Chaâri, Florence Forbes, Thomas Vincent, Philippe Ciuciu
Hemodynamic-Informed Parcellation of fMRI Data in a Joint Detection Estimation Framework. MICCAI (3) (2012)
Lotfi Chaâri, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Philippe Ciuciu
A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging. Medical Image Anal. 15 (2) (2011)
Anne-Laure Fouque, Pierre Fillard, Anne Bargiacchi, Arnaud Cachia, Monica Zilbovicius, Benjamin Thyreau, Edith Le Floch, Philippe Ciuciu, Edouard Duchesnay
Voxelwise Multivariate Statistics and Brain-Wide Machine Learning Using the Full Diffusion Tensor. MICCAI (2) (2011)
Laurent Risser, Thomas Vincent, Florence Forbes, Jérôme Idier, Philippe Ciuciu
Min-max Extrapolation Scheme for Fast Estimation of 3D Potts Field Partition Functions. Application to the Joint Detection-Estimation of Brain Activity in fMRI. J. Signal Process. Syst. 65 (3) (2011)
Solveig Badillo, Thomas Vincent, Philippe Ciuciu
Impact of the joint detection-estimation approach on random effects group studies in FMRI. ISBI (2011)
Lotfi Chaâri, Sébastien Mériaux, Solveig Badillo, Philippe Ciuciu, Jean-Christophe Pesquet
3D wavelet-based regularization for parallel MRI reconstruction: Impact on subject and group-level statistical sensitivity in fMRI. ISBI (2011)
Lotfi Chaâri, Sébastien Mériaux, Solveig Badillo, Jean-Christophe Pesquet, Philippe Ciuciu
4D Wavelet-Based Regularization for Parallel MRI Reconstruction: Impact on Subject and Group-Levels Statistical Sensitivity in fMRI CoRR (2011)
Lotfi Chaâri, Florence Forbes, Thomas Vincent, Michel Dojat, Philippe Ciuciu
Variational Solution to the Joint Detection Estimation of Brain Activity in fMRI. MICCAI (2) (2011)
Alexandru Marin, Caroline Chaux, Jean-Christophe Pesquet, Philippe Ciuciu
Image reconstruction from multiple sensors using stein's principle. Application to parallel MRI. ISBI (2011)
Philippe Ciuciu, Gaël Varoquaux, Patrice Abry, Moty Almog
Multifractal analysis of Resting State Networks in functional MRI. ISBI (2011)
Gaël Varoquaux, Merlin Keller, Jean-Baptiste Poline, Philippe Ciuciu, Bertrand Thirion
ICA-based sparse features recovery from FMRI datasets. ISBI (2010)
Thomas Vincent, Laurent Risser, Philippe Ciuciu
Spatially Adaptive Mixture Modeling for Analysis of fMRI Time Series. IEEE Trans. Medical Imaging 29 (4) (2010)
Lotfi Chaâri, Jean-Christophe Pesquet, Jean-Yves Tourneret, Philippe Ciuciu, Amel Benazza-Benyahia
A hierarchical Bayesian model for frame representation. ICASSP (2010)
Lotfi Chaâri, Jean-Christophe Pesquet, Jean-Yves Tourneret, Philippe Ciuciu, Amel Benazza-Benyahia
A hierarchical Bayesian model for frame representation. IEEE Trans. Signal Process. 58 (11) (2010)
Lotfi Chaâri, Amel Benazza-Benyahia, Jean-Christophe Pesquet, Philippe Ciuciu
Wavelet-based parallel MRI regularization using bivariate sparsity promoting priors. ICIP (2009)
Laurent Risser, Jérôme Idier, Philippe Ciuciu, Thomas Vincent
Fast bilinear extrapolation of 3D ising field partition function. application to fMRI image analysis. ICIP (2009)
Anne-Laure Fouque, Philippe Ciuciu, Laurent Risser
Multivariate Spatial Gaussian Mixture Modeling for statistical clustering of hemodynamic parameters in functional MRI. ICASSP (2009)
Philippe Ciuciu, Stéphane Sockeel, Thomas Vincent, Jérôme Idier
Modelling the neurovascular habituation effect on fMRI time series. ICASSP (2009)
Laurent Risser, Thomas Vincent, Philippe Ciuciu, Jérôme Idier
Robust Extrapolation Scheme for Fast Estimation of 3D Ising Field Partition Functions: Application to Within-Subject fMRI Data Analysis. MICCAI (1) (2009)
Thomas Vincent, Philippe Ciuciu, Bertrand Thirion
Sensitivity analysis of parcellation in the joint detection-estimation of brain activity in fMRI. ISBI (2008)
Philippe Ciuciu, Thomas Vincent, Anne-Laure Fouque, Alexis Roche
Improved fMRI group studies based on spatially varying non-parametric BOLD signal modeling. ISBI (2008)
Salima Makni, Jérôme Idier, Thomas Vincent, Bertrand Thirion, Ghislaine Dehaene-Lambertz, Philippe Ciuciu
A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI. NeuroImage 41 (3) (2008)
Lotfi Chaâri, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Philippe Ciuciu
Autocalibrated regularized parallel mri reconstruction in the wavelet domain. ISBI (2008)
Philippe Ciuciu, Patrice Abry, Cécile Rabrait, Herwig Wendt
Log Wavelet Leaders Cumulant Based Multifractal Analysis of EVI fMRI Time Series: Evidence of Scaling in Ongoing and Evoked Brain Activity. IEEE J. Sel. Top. Signal Process. 2 (6) (2008)
Tülay Adali, Z. Jane Wang, Martin J. McKeown, Philippe Ciuciu, Lars Kai Hansen, Andrzej Cichocki, Vincent D. Calhoun
Introduction to the Issue on fMRI Analysis for Human Brain Mapping. IEEE J. Sel. Top. Signal Process. 2 (6) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Philippe Ciuciu