Markovian high resolution spectral analysis. - Philippe Ciuciu; Jérôme Idier; Jean-François Giovannelli (ICASSP, 1999)

Regularized estimation of mixed spectra using a circular Gibbs-Markov model. - Philippe Ciuciu; Jérôme Idier; Jean-François Giovannelli (IEEE Trans. Signal Process., 2001)

Robust estimation of the hemodynamic response function in asynchronous multitasks multisessions event-related fMRI paradigms. - Philippe Ciuciu; Guillaume Marrelec; Jean-Baptiste Poline; Jérôme Idier; Habib Benali (ISBI, 2002)

Model Based Spatial and Temporal Similarity Measures between Series of Functional Magnetic Resonance Images. - Ferath Kherif; Guillaume Flandin; Philippe Ciuciu; Habib Benali; Olivier Simon; Jean-Baptiste Poline (MICCAI (2), 2002)

A half-quadratic block-coordinate descent method for spectral estimation. - Philippe Ciuciu; Jérôme Idier (Signal Process., 2002)

Estimation of the Hemodynamic Response Function in Event-Related Functional MRI: Directed Acyclic Graphs for a General Bayesian Inference Framework. - Guillaume Marrelec; Philippe Ciuciu; Mélanie Pélégrini-Issac; Habib Benali (IPMI, 2003)

Unsupervised robust non-parametric estimation of the hemodynamic response function for any fMRI experiment. - Philippe Ciuciu; Jean-Baptiste Poline; Guillaume Marrelec; Jérôme Idier; Christophe Pallier; Habib Benali (IEEE Trans. Medical Imaging, 2003)

Regularized Doppler radar imaging for target identification in atmospheric clutter. - Philippe Ciuciu; Jérôme Idier (ICASSP (5), 2004)

Semi-blind deconvolution of neural impulse response in fMRI using a Gibbs sampling method. - Salima Makni; Philippe Ciuciu; Jérôme Idier; Jean-Baptiste Poline (ICASSP (5), 2004)

Outlier Detection for Robust Region-Based Estimation of the Hemodynamic Response Function in Event-Related fMRI. - Philippe Ciuciu; Alexis Roche; Jérôme Idier; Christophe Pallier (ISBI, 2004)

Selection of Temporal Models for Event-Related fMRI. - Sophie Donnet; Marc Lavielle; Philippe Ciuciu; Jean-Baptiste Poline (ISBI, 2004)

Semi-Blind Deconvolution of Neural Impulse Response in Event-Related fMRI Using a Gibbs Sampler. - Salima Makni; Philippe Ciuciu; Jean-Baptiste Poline; Jérôme Idier (ISBI, 2004)

Estimation of the hemodynamic response in event-related functional MRI: Bayesian networks as a framework for efficient Bayesian modeling and inference. - Guillaume Marrelec; Philippe Ciuciu; Mélanie Pélégrini-Issac; Habib Benali (IEEE Trans. Medical Imaging, 2004)

Joint detection-estimation of brain activity in functional MRI: a Multichannel Deconvolution solution. - Salima Makni; Philippe Ciuciu; Jérôme Idier; Jean-Baptiste Poline (IEEE Trans. Signal Process., 2005)

Improving Sensitivity and Reliability of fMRI Group Studies through High Level Combination of Individual Subjects Results. - Bertrand Thirion; Alexis Roche; Philippe Ciuciu; Jean-Baptiste Poline (CVPR Workshops, 2006)

Bayesian Joint Detection-Estimation of Brain Activity Using MCMC With a Gamma-Gaussian Mixture Prior Model. - Salima Makni; Philippe Ciuciu; Jérôme Idier; Jean-Baptiste Poline (ICASSP (5), 2006)

Joint detection-estimation of brain activity in fMRI using an autoregressive noise model. - Salima Makni; Philippe Ciuciu; Jérôme Idier; Jean-Baptiste Poline (ISBI, 2006)

Anatomically informed interpolation of fMRI data on the cortical surface. - Christophe Grova; Salima Makni; Guillaume Flandin; Philippe Ciuciu; Jean Gotman; Jean-Baptiste Poline (NeuroImage, 2006)

Spatial Mixture Modelling for the Joint Detection-Estimation of Brain Activity in fMRI. - Thomas Vincent; Philippe Ciuciu; Jérôme Idier (ICASSP (1), 2007)

Leader-Based Multifractal Analysis for Evi fmri Time Series: Ongoing vs Task-Related Brain Activity. - Philippe Ciuciu; Patrice Abry; Cécile Rabrait; Herwig Wendt; Alexis Roche (ISBI, 2007)

Structural Analysis of fMRI Data Revisited: Improving the Sensitivity and Reliability of fMRI Group Studies. - Bertrand Thirion; Philippe Pinel; Alan Tucholka; Alexis Roche; Philippe Ciuciu; Jean-François Mangin; Jean-Baptiste Poline (IEEE Trans. Medical Imaging, 2007)

Autocalibrated regularized parallel mri reconstruction in the wavelet domain. - Lotfi Chaâri; Jean-Christophe Pesquet; Amel Benazza-Benyahia; Philippe Ciuciu (ISBI, 2008)

Improved fMRI group studies based on spatially varying non-parametric BOLD signal modeling. - Philippe Ciuciu; Thomas Vincent; Anne-Laure Fouque; Alexis Roche (ISBI, 2008)

Sensitivity analysis of parcellation in the joint detection-estimation of brain activity in fMRI. - Thomas Vincent; Philippe Ciuciu; Bertrand Thirion (ISBI, 2008)

Introduction to the Issue on fMRI Analysis for Human Brain Mapping. - Tülay Adali; Z. Jane Wang 001; Martin J. McKeown; Philippe Ciuciu; Lars Kai Hansen; Andrzej Cichocki; Vincent D. Calhoun (IEEE J. Sel. Top. Signal Process., 2008)

Log Wavelet Leaders Cumulant Based Multifractal Analysis of EVI fMRI Time Series: Evidence of Scaling in Ongoing and Evoked Brain Activity. - Philippe Ciuciu; Patrice Abry; Cécile Rabrait; Herwig Wendt (IEEE J. Sel. Top. Signal Process., 2008)

A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI. - Salima Makni; Jérôme Idier; Thomas Vincent; Bertrand Thirion; Ghislaine Dehaene-Lambertz; Philippe Ciuciu (NeuroImage, 2008)

Modelling the neurovascular habituation effect on fMRI time series. - Philippe Ciuciu; Stéphane Sockeel; Thomas Vincent; Jérôme Idier (ICASSP, 2009)

Multivariate Spatial Gaussian Mixture Modeling for statistical clustering of hemodynamic parameters in functional MRI. - Anne-Laure Fouque; Philippe Ciuciu; Laurent Risser (ICASSP, 2009)

Wavelet-based parallel MRI regularization using bivariate sparsity promoting priors. - Lotfi Chaâri; Amel Benazza-Benyahia; Jean-Christophe Pesquet; Philippe Ciuciu (ICIP, 2009)

Fast bilinear extrapolation of 3D ising field partition function. application to fMRI image analysis. - Laurent Risser; Jérôme Idier; Philippe Ciuciu; Thomas Vincent (ICIP, 2009)

Robust Extrapolation Scheme for Fast Estimation of 3D Ising Field Partition Functions: Application to Within-Subject fMRI Data Analysis. - Laurent Risser; Thomas Vincent; Philippe Ciuciu; Jérôme Idier (MICCAI (1), 2009)

ICA-based sparse features recovery from FMRI datasets. - Gaël Varoquaux; Merlin Keller; Jean-Baptiste Poline; Philippe Ciuciu; Bertrand Thirion (ISBI, 2010)

Spatially Adaptive Mixture Modeling for Analysis of fMRI Time Series. - Thomas Vincent; Laurent Risser; Philippe Ciuciu (IEEE Trans. Medical Imaging, 2010)

A hierarchical Bayesian model for frame representation. - Lotfi Chaâri; Jean-Christophe Pesquet; Jean-Yves Tourneret; Philippe Ciuciu; Amel Benazza-Benyahia (IEEE Trans. Signal Process., 2010)

Impact of the joint detection-estimation approach on random effects group studies in FMRI. - Solveig Badillo; Thomas Vincent; Philippe Ciuciu (ISBI, 2011)

3D wavelet-based regularization for parallel MRI reconstruction: Impact on subject and group-level statistical sensitivity in fMRI. - Lotfi Chaâri; Sébastien Mériaux; Solveig Badillo; Philippe Ciuciu; Jean-Christophe Pesquet (ISBI, 2011)

Multifractal analysis of Resting State Networks in functional MRI. - Philippe Ciuciu; Gaël Varoquaux; Patrice Abry; Moty Almog (ISBI, 2011)

Image reconstruction from multiple sensors using stein's principle. Application to parallel MRI. - Alexandru Marin; Caroline Chaux; Jean-Christophe Pesquet; Philippe Ciuciu (ISBI, 2011)

Variational Solution to the Joint Detection Estimation of Brain Activity in fMRI. - Lotfi Chaâri; Florence Forbes; Thomas Vincent; Michel Dojat; Philippe Ciuciu (MICCAI (2), 2011)

Voxelwise Multivariate Statistics and Brain-Wide Machine Learning Using the Full Diffusion Tensor. - Anne-Laure Fouque; Pierre Fillard; Anne Bargiacchi; Arnaud Cachia; Monica Zilbovicius; Benjamin Thyreau; Edith Le Floch; Philippe Ciuciu; Edouard Duchesnay (MICCAI (2), 2011)

4D Wavelet-Based Regularization for Parallel MRI Reconstruction: Impact on Subject and Group-Levels Statistical Sensitivity in fMRI - Lotfi Chaâri; Sébastien Mériaux; Solveig Badillo; Jean-Christophe Pesquet; Philippe Ciuciu (CoRR, 2011)

A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging. - Lotfi Chaâri; Jean-Christophe Pesquet; Amel Benazza-Benyahia; Philippe Ciuciu (Medical Image Anal., 2011)

Min-max Extrapolation Scheme for Fast Estimation of 3D Potts Field Partition Functions. Application to the Joint Detection-Estimation of Brain Activity in fMRI. - Laurent Risser; Thomas Vincent; Florence Forbes; Jérôme Idier; Philippe Ciuciu (J. Signal Process. Syst., 2011)

Robust voxel-wise joint detection estimation of brain activity in fMRI. - Lotfi Chaâri; Florence Forbes; Thomas Vincent; Philippe Ciuciu (ICIP, 2012)

Adaptive experimental condition selection in event-related fMRI. - Christine Bakhous; Thomas Forbes; Thomas Vincent; Lotfi Chaâri; Michel Dojat; Philippe Ciuciu (ISBI, 2012)

HYR2PICS: Hybrid regularized reconstruction for combined parallel imaging and compressive sensing in MRI. - Claire Boyer; Philippe Ciuciu; Pierre Weiss; Sébastien Mériaux (ISBI, 2012)

Modulation of scale-free properties of brain activity in MEG. - Nicolas Zilber; Philippe Ciuciu; Patrice Abry; Virginie van Wassenhove (ISBI, 2012)

Hemodynamic-Informed Parcellation of fMRI Data in a Joint Detection Estimation Framework. - Lotfi Chaâri; Florence Forbes; Thomas Vincent; Philippe Ciuciu (MICCAI (3), 2012)

Multidimensional Wavelet-based Regularized Reconstruction for Parallel Acquisition in Neuroimaging - Lotfi Chaâri; Sébastien Mériaux; Solveig Badillo; Jean-Christophe Pesquet; Philippe Ciuciu (CoRR, 2012)

A complex-valued Majorize-Minimize Memory Gradient method with application to parallel MRI. - Anisia Florescu; Emilie Chouzenoux; Jean-Christophe Pesquet; Philippe Ciuciu; Silviu Ciochina (EUSIPCO, 2013)

Bayesian bold and perfusion source separation and deconvolution from functional ASL imaging. - Thomas Vincent; Florence Forbes; Philippe Ciuciu (ICASSP, 2013)

Multi-session extension of the joint-detection framework in fMRI. - Solveig Badillo; Thomas Vincent; Philippe Ciuciu (ISBI, 2013)

Variational variable selection to assess experimental condition relevance in event-related fMRI. - Christine Bakhous; Florence Forbes; Thomas Vincent; Michel Dojat; Philippe Ciuciu (ISBI, 2013)

Variable density compressed sensing in MRI. Theoretical vs heuristic sampling strategies. - Nicolas Chauffert; Philippe Ciuciu; Pierre Weiss (ISBI, 2013)

Learning-induced modulation of scale-free properties of brain activity measured with MEG. - Nicolas Zilber; Philippe Ciuciu; Patrice Abry; Virginie van Wassenhove (ISBI, 2013)

Bayesian Joint Detection-Estimation of Cerebral Vasoreactivity from ASL fMRI Data. - Thomas Vincent; Jan Warnking; Marjorie Villien; Alexandre Krainik; Philippe Ciuciu; Florence Forbes (MICCAI (2), 2013)

Hemodynamic Estimation Based on Consensus Clustering. - Solveig Badillo; Gaël Varoquaux; Philippe Ciuciu (PRNI, 2013)

Comparison of Features for Voxel-Based Analysis and Classification of Anatomical Neuroimaging Data. - Anne-Laure Fouque; Clara Fischer; Vincent Frouin; Philippe Ciuciu; Edouard Duchesnay (PRNI, 2013)

Group-level impacts of within- and between-subject hemodynamic variability in fMRI. - Solveig Badillo; Thomas Vincent; Philippe Ciuciu (NeuroImage, 2013)

Fast Joint Detection-Estimation of Evoked Brain Activity in Event-Related fMRI Using a Variational Approach. - Lotfi Chaâri; Thomas Vincent; Florence Forbes; Michel Dojat; Philippe Ciuciu (IEEE Trans. Medical Imaging, 2013)

Physiologically Informed Bayesian Analysis of ASL fMRI Data. - Aina Frau-Pascual; Thomas Vincent; Jennifer Sloboda; Philippe Ciuciu; Florence Forbes (BAMBI, 2014)

Model selection for hemodynamic brain parcellation in FMRI. - Mohanad Albughdadi; Lotfi Chaâri; Florence Forbes; Jean-Yves Tourneret; Philippe Ciuciu (EUSIPCO, 2014)

Hemodynamically informed parcellation of cerebral FMRI data. - Aina Frau-Pascual; Thomas Vincent; Florence Forbes; Philippe Ciuciu (ICASSP, 2014)

Multi-subject Bayesian Joint Detection and Estimation in fMRI. - Solveig Badillo; Severine Desmidt; Chantal Ginisty; Philippe Ciuciu (PRNI, 2014)

Decoding perceptual thresholds from MEG/EEG. - Yousra Bekhti; Nicolas Zilber; Fabian Pedregosa; Philippe Ciuciu; Virginie van Wassenhove; Alexandre Gramfort (PRNI, 2014)

Interplay between functional connectivity and scale-free dynamics in intrinsic fMRI networks. - Philippe Ciuciu; Patrice Abry; Biyu J. He (NeuroImage, 2014)

Supramodal processing optimizes visual perceptual learning and plasticity. - Nicolas Zilber; Philippe Ciuciu; Alexandre Gramfort; Leila Azizi; Virginie van Wassenhove (NeuroImage, 2014)

Variable Density Sampling with Continuous Trajectories. - Nicolas Chauffert; Philippe Ciuciu; Jonas Kahn; Pierre Weiss (SIAM J. Imaging Sci., 2014)

A Majorize-Minimize Memory Gradient method for complex-valued inverse problems. - Anisia Florescu; Emilie Chouzenoux; Jean-Christophe Pesquet; Philippe Ciuciu; Silviu Ciochina (Signal Process., 2014)

Physiological models comparison for the analysis of ASL FMRI data. - Aina Frau-Pascual; Florence Forbes; Philippe Ciuciu (ISBI, 2015)

Comparison of Stochastic and Variational Solutions to ASL fMRI Data Analysis. - Aina Frau-Pascual; Florence Forbes; Philippe Ciuciu (MICCAI (1), 2015)

Variational Physiologically Informed Solution to Hemodynamic and Perfusion Response Estimation from ASL fMRI Data. - Aina Frau-Pascual; Florence Forbes; Philippe Ciuciu (PRNI, 2015)

Data-driven HRF estimation for encoding and decoding models. - Fabian Pedregosa; Michael Eickenberg; Philippe Ciuciu; Bertrand Thirion; Alexandre Gramfort (NeuroImage, 2015)

Impact of perceptual learning on resting-state fMRI connectivity: A supervised classification study. - Mehdi Rahim; Philippe Ciuciu; Salma Bougacha (EUSIPCO, 2016)

Multi-subject joint parcellation detection estimation in functional MRI. - Mohanad Albughdadi; Lotfi Chaâri; Florence Forbes; Jean-Yves Tourneret; Philippe Ciuciu (ISBI, 2016)

Multivariate hurst exponent estimation in FMRI. Application to brain decoding of perceptual learning. - Hubert Pelle; Philippe Ciuciu; Mehdi Rahim; Elvis Dohmatob; Patrice Abry; Virginie van Wassenhove (ISBI, 2016)

On the Generation of Sampling Schemes for Magnetic Resonance Imaging. - Claire Boyer; Nicolas Chauffert; Philippe Ciuciu; Jonas Kahn; Pierre Weiss (SIAM J. Imaging Sci., 2016)

A Projection Algorithm for Gradient Waveforms Design in Magnetic Resonance Imaging. - Nicolas Chauffert; Pierre Weiss; Jonas Kahn; Philippe Ciuciu (IEEE Trans. Medical Imaging, 2016)

Spatially regularized multifractal analysis for fMRI data. - Philippe Ciuciu; Herwig Wendt; Sébastien Combrexelle; Patrice Abry (EMBC, 2017)

PyHRF: A Python Library for the Analysis of fMRI Data Based on Local Estimation of the Hemodynamic Response Function. - Jaime Arias 001; Philippe Ciuciu; Michel Dojat; Florence Forbes; Aina Frau-Pascual; Thomas Perret; Jan M. Warnking (SciPy, 2017)

A Bayesian non-parametric hidden Markov random model for hemodynamic brain parcellation. - Mohanad Albughdadi; Lotfi Chaâri; Jean-Yves Tourneret; Florence Forbes; Philippe Ciuciu (Signal Process., 2017)

Analysis vs Synthesis-based Regularization for Combined Compressed Sensing and Parallel MRI Reconstruction at 7 Tesla. - Hamza Cherkaoui; Loubna El Gueddari; Carole Lazarus; Antoine Grigis; Fabrice Poupon; Alexandre Vignaud; Samuel Farrens; Jean-Luc Starck; Philippe Ciuciu (EUSIPCO, 2018)

Scale-Free Functional Connectivity Analysis from Source Reconstructed MEG Data. - Daria La Rocca; Philippe Ciuciu; Virginie van Wassenhove; Herwig Wendt; Patrice Abry; Roberto F. Leonarduzzi (EUSIPCO, 2018)

Self-Calibrating Nonlinear Reconstruction Algorithms for Variable Density Sampling and Parallel Reception MRI. - Loubna El Gueddari; Carole Lazarus; H. Carrie; Alexandre Vignaud; Philippe Ciuciu (SAM, 2018)

Spatially regularized wavelet leader scale-free analysis of fMRI data. - Herwig Wendt; Patrice Abry; Philippe Ciuciu (ISBI, 2018)

Interpretable and stable prediction of schizophrenia on a large multisite dataset using machine learning with structured sparsity. - Amicie de Pierrefeu; Tommy Löfstedt; Charles Laidi; Fouad Hadj-Selem; Marion Leboyer; Philippe Ciuciu; Josselin Houenou; Edouard Duchesnay (PRNI, 2018)

Structured Sparse Principal Components Analysis With the TV-Elastic Net Penalty. - Amicie de Pierrefeu; Tommy Löfstedt; Fouad Hadj-Selem; Mathieu Dubois; Renaud Jardri; Thomas Fovet; Philippe Ciuciu; Vincent Frouin; Edouard Duchesnay (IEEE Trans. Medical Imaging, 2018)

Fast Adaptive Scene Sampling for Single-Photon 3D Lidar Images. - Abderrahim Halimi; Philippe Ciuciu; Aongus McCarthy; Stephen McLaughlin 001; Gerald S. Buller (CAMSAP, 2019)

fMRI BOLD signal decomposition using a multivariate low-rank model. - Hamza Cherkaoui; Thomas Moreau 001; Abderrahim Halimi; Philippe Ciuciu (EUSIPCO, 2019)

Sparsity-based Blind Deconvolution of Neural Activation Signal in FMRI. - Hamza Cherkaoui; Thomas Moreau 001; Abderrahim Halimi; Philippe Ciuciu (ICASSP, 2019)

Multifractal Analysis for Cumulant-Based Epileptic Seizure Detection in Eeg Time Series. - Omar Darwiche Domingues; Philippe Ciuciu; Daria La Rocca; Patrice Abry; Herwig Wendt (ISBI, 2019)

Calibrationless Oscar-Based Image Reconstruction in Compressed Sensing Parallel MRI. - Loubna El Gueddari; Philippe Ciuciu; Emilie Chouzenoux; Alexandre Vignaud; Jean-Christophe Pesquet (ISBI, 2019)

Anisotropic compressed sensing for non-Cartesian MRI acquisitions. - Philippe Ciuciu; Anna Kazeykina (CoRR, 2019)

Wavelets in the Deep Learning Era. - Zaccharie Ramzi; Jean-Luc Starck; Thomas Moreau 001; Philippe Ciuciu (EUSIPCO, 2020)

Benchmarking Deep Nets MRI Reconstruction Models on the Fastmri Publicly Available Dataset. - Zaccharie Ramzi; Philippe Ciuciu; Jean-Luc Starck (ISBI, 2020)

PySAP: Python Sparse Data Analysis Package for multidisciplinary image processing. - Samuel Farrens; Antoine Grigis; Loubna El Gueddari; Zaccharie Ramzi; Chaithya G. R.; Sophie Starck; Benoît Sarthou; Hamza Cherkaoui; Philippe Ciuciu; Jean-Luc Starck (Astron. Comput., 2020)

XPDNet for MRI Reconstruction: an Application to the fastMRI 2020 Brain Challenge. - Zaccharie Ramzi; Philippe Ciuciu; Jean-Luc Starck (CoRR, 2020)

Denoising Score-Matching for Uncertainty Quantification in Inverse Problems. - Zaccharie Ramzi; Benjamin Remy; François Lanusse; Jean-Luc Starck; Philippe Ciuciu (CoRR, 2020)

State-of-the-Art Machine Learning MRI Reconstruction in 2020: Results of the Second fastMRI Challenge. - 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; et al. (CoRR, 2020)

Emergence of β and γ networks following multisensory training. - Daria La Rocca; Philippe Ciuciu; Denis-Alexander Engemann; Virginie van Wassenhove (NeuroImage, 2020)

Learning the sampling density in 2D SPARKLING MRI acquisition for optimized image reconstruction. - Chaithya G. R.; Zaccharie Ramzi; Philippe Ciuciu (EUSIPCO, 2021)

Density Compensated Unrolled Networks For Non-Cartesian MRI Reconstruction. - Zaccharie Ramzi; Jean-Luc Starck; Philippe Ciuciu (ISBI, 2021)

Is good old GRAPPA dead? - Zaccharie Ramzi; Alexandre Vignaud; Jean-Luc Starck; Philippe Ciuciu (CoRR, 2021)

Optimizing full 3D SPARKLING trajectories for high-resolution T2*-weighted Magnetic Resonance Imaging. - Chaithya G. R.; Pierre Weiss; Guillaume Daval-Frerot; Aurélien Massire; Alexandre Vignaud; Philippe Ciuciu (CoRR, 2021)

Calibration-Less Multi-Coil Compressed Sensing Magnetic Resonance Image Reconstruction Based on OSCAR Regularization. - Loubna El Gueddari; Chaithya Giliyar Radhakrishna; Emilie Chouzenoux; Philippe Ciuciu (J. Imaging, 2021)

Multivariate semi-blind deconvolution of fMRI time series. - Hamza Cherkaoui; Thomas Moreau 001; Abderrahim Halimi; Claire Leroy; Philippe Ciuciu (NeuroImage, 2021)

Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction. - 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; et al. (IEEE Trans. Medical Imaging, 2021)

SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models. - Zaccharie Ramzi; Florian Mannel; Shaojie Bai; Jean-Luc Starck; Philippe Ciuciu; Thomas Moreau 001 (ICLR, 2022)

MC-PDNet: Deep Unrolled Neural Network For Multi-Contrast Mr Image Reconstruction From Undersampled K-Space Data. - Kumari Pooja; Zaccharie Ramzi; Chaithya G. R.; Philippe Ciuciu (ISBI, 2022)

Hybrid Learning of Non-Cartesian K-Space Trajectory and Mr Image Reconstruction Networks. - Chaithya G. R.; Zaccharie Ramzi; Philippe Ciuciu (ISBI, 2022)

Benchmarking learned non-Cartesian k-space trajectories and reconstruction networks. - Chaithya G. R.; Philippe Ciuciu (CoRR, 2022)

Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging. - Chaithya G. R.; Pierre Weiss; Guillaume Daval-Frerot; Aurélien Massire; Alexandre Vignaud; Philippe Ciuciu (IEEE Trans. Medical Imaging, 2022)

NC-PDNet: A Density-Compensated Unrolled Network for 2D and 3D Non-Cartesian MRI Reconstruction. - Zaccharie Ramzi; Chaithya G. R.; Jean-Luc Starck; Philippe Ciuciu (IEEE Trans. Medical Imaging, 2022)

Non-Cartesian Non-Fourier FMRI Imaging for High-Resolution Retinotopic Mapping at 7 Tesla. - Zaineb Amor; Pierre-Antoine Comby; Caroline Le Ster; Alexandre Vignaud; Philippe Ciuciu (CAMSAP, 2023)

Denoising of fMRI Volumes Using Local Low Rank Methods. - Pierre-Antoine Comby; Zaineb Amor; Alexandre Vignaud; Philippe Ciuciu (ISBI, 2023)

Wavelets in the Deep Learning Era. - Zaccharie Ramzi; Kevin Michalewicz; Jean-Luc Starck; Thomas Moreau 001; Philippe Ciuciu (J. Math. Imaging Vis., 2023)

Machine Learning Models Trained in a Low-Dimensional Latent Space for Epileptogenic Zone (EZ) Localization. - Sheng H. Wang; Morgane Marzulli; Gabriele Arnulfo; Lino Nobili; Satu Palva; J. Matias Palva; Philippe Ciuciu (EUSIPCO, 2024)

Robust Plug-and-Play Methods for Highly Accelerated Non-Cartesian MRI Reconstruction. - Pierre-Antoine Comby; Benjamin Lapostolle; Matthieu Terris; Philippe Ciuciu (ISBI, 2025)

Benchmarking 3D Multi-Coil NC-PDNet MRI Reconstruction. - Asma Tanabene; Chaithya G. R.; Aurélien Massire; Mariappan S. Nadar; Philippe Ciuciu (ISBI, 2025)

MRI-NUFFT: Doing non-Cartesian MRI has never been easier. - Pierre-Antoine Comby; Guillaume Daval-Frerot; Caini Pan; Asma Tanabene; Léna Oudjman; Matteo Cencini; Philippe Ciuciu; Chaithya G. R. (J. Open Source Softw., 2025)

Outlier detection and removal in multifractal analysis of electrophysiological brain signals. - Merlin Dumeur; J. Matias Palva; Philippe Ciuciu (EURASIP J. Adv. Signal Process., 2025)