Philippe Ciuciu
Orcid: 0000-0001-5374-962X
According to our database1,
Philippe Ciuciu
authored at least 118 papers
between 1999 and 2024.
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Bibliography
2024
Machine Learning Models Trained in a Low-Dimensional Latent Space for Epileptogenic Zone (EZ) Localization.
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Non-Cartesian Non-Fourier FMRI Imaging for High-Resolution Retinotopic Mapping at 7 Tesla.
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023
2022
NC-PDNet: A Density-Compensated Unrolled Network for 2D and 3D Non-Cartesian MRI Reconstruction.
IEEE Trans. Medical Imaging, 2022
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging.
IEEE Trans. Medical Imaging, 2022
CoRR, 2022
Hybrid Learning of Non-Cartesian K-Space Trajectory and Mr Image Reconstruction Networks.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
MC-PDNet: Deep Unrolled Neural Network For Multi-Contrast Mr Image Reconstruction From Undersampled K-Space Data.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models.
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
IEEE Trans. Medical Imaging, 2021
Calibration-Less Multi-Coil Compressed Sensing Magnetic Resonance Image Reconstruction Based on OSCAR Regularization.
J. Imaging, 2021
Optimizing full 3D SPARKLING trajectories for high-resolution T2*-weighted Magnetic Resonance Imaging.
CoRR, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Learning the sampling density in 2D SPARKLING MRI acquisition for optimized image reconstruction.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
NeuroImage, 2020
State-of-the-Art Machine Learning MRI Reconstruction in 2020: Results of the Second fastMRI Challenge.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Astron. Comput., 2020
Benchmarking Deep Nets MRI Reconstruction Models on the Fastmri Publicly Available Dataset.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Multifractal Analysis for Cumulant-Based Epileptic Seizure Detection in Eeg Time Series.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
2018
IEEE Trans. Medical Imaging, 2018
Interpretable and stable prediction of schizophrenia on a large multisite dataset using machine learning with structured sparsity.
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Self-Calibrating Nonlinear Reconstruction Algorithms for Variable Density Sampling and Parallel Reception MRI.
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Analysis vs Synthesis-based Regularization for Combined Compressed Sensing and Parallel MRI Reconstruction at 7 Tesla.
Proceedings of the 26th European Signal Processing Conference, 2018
2017
A Bayesian non-parametric hidden Markov random model for hemodynamic brain parcellation.
Signal Process., 2017
PyHRF: A Python Library for the Analysis of fMRI Data Based on Local Estimation of the Hemodynamic Response Function.
Proceedings of the 16th Python in Science Conference 2017, 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
IEEE Trans. Medical Imaging, 2016
SIAM J. Imaging Sci., 2016
Multivariate hurst exponent estimation in FMRI. Application to brain decoding of perceptual learning.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Impact of perceptual learning on resting-state fMRI connectivity: A supervised classification study.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Variational Physiologically Informed Solution to Hemodynamic and Perfusion Response Estimation from ASL fMRI Data.
Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Signal Process., 2014
NeuroImage, 2014
Interplay between functional connectivity and scale-free dynamics in intrinsic fMRI networks.
NeuroImage, 2014
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the Bayesian and grAphical Models for Biomedical Imaging, 2014
2013
Fast Joint Detection-Estimation of Evoked Brain Activity in Event-Related fMRI Using a Variational Approach.
IEEE Trans. Medical Imaging, 2013
NeuroImage, 2013
Comparison of Features for Voxel-Based Analysis and Classification of Anatomical Neuroimaging Data.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Learning-induced modulation of scale-free properties of brain activity measured with MEG.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Variable density compressed sensing in MRI. Theoretical vs heuristic sampling strategies.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Variational variable selection to assess experimental condition relevance in event-related fMRI.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Bayesian bold and perfusion source separation and deconvolution from functional ASL imaging.
Proceedings of the IEEE International Conference on Acoustics, 2013
A complex-valued Majorize-Minimize Memory Gradient method with application to parallel MRI.
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Multidimensional Wavelet-based Regularized Reconstruction for Parallel Acquisition in Neuroimaging
CoRR, 2012
Hemodynamic-Informed Parcellation of fMRI Data in a Joint Detection Estimation Framework.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
HYR<sup>2</sup>PICS: Hybrid regularized reconstruction for combined parallel imaging and compressive sensing in MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
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.
J. Signal Process. Syst., 2011
A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging.
Medical Image Anal., 2011
4D Wavelet-Based Regularization for Parallel MRI Reconstruction: Impact on Subject and Group-Levels Statistical Sensitivity in fMRI
CoRR, 2011
Voxelwise Multivariate Statistics and Brain-Wide Machine Learning Using the Full Diffusion Tensor.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Image reconstruction from multiple sensors using stein's principle. Application to parallel MRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
3D wavelet-based regularization for parallel MRI reconstruction: Impact on subject and group-level statistical sensitivity in fMRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Impact of the joint detection-estimation approach on random effects group studies in FMRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
IEEE Trans. Signal Process., 2010
IEEE Trans. Medical Imaging, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
Robust Extrapolation Scheme for Fast Estimation of 3D Ising Field Partition Functions: Application to Within-Subject fMRI Data Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Fast bilinear extrapolation of 3D ising field partition function. application to fMRI image analysis.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Multivariate Spatial Gaussian Mixture Modeling for statistical clustering of hemodynamic parameters in functional MRI.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI.
NeuroImage, 2008
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., 2008
IEEE J. Sel. Top. Signal Process., 2008
Sensitivity analysis of parcellation in the joint detection-estimation of brain activity in fMRI.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Improved fMRI group studies based on spatially varying non-parametric BOLD signal modeling.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
Structural Analysis of fMRI Data Revisited: Improving the Sensitivity and Reliability of fMRI Group Studies.
IEEE Trans. Medical Imaging, 2007
Leader-Based Multifractal Analysis for Evi fmri Time Series: Ongoing vs Task-Related Brain Activity.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Spatial Mixture Modelling for the Joint Detection-Estimation of Brain Activity in fMRI.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
NeuroImage, 2006
Joint detection-estimation of brain activity in fMRI using an autoregressive noise model.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Bayesian Joint Detection-Estimation of Brain Activity Using MCMC With a Gamma-Gaussian Mixture Prior Model.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Improving Sensitivity and Reliability of fMRI Group Studies through High Level Combination of Individual Subjects Results.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
2005
Joint detection-estimation of brain activity in functional MRI: a Multichannel Deconvolution solution.
IEEE Trans. Signal Process., 2005
2004
Estimation of the hemodynamic response in event-related functional MRI: Bayesian networks as a framework for efficient Bayesian modeling and inference.
IEEE Trans. Medical Imaging, 2004
Semi-Blind Deconvolution of Neural Impulse Response in Event-Related fMRI Using a Gibbs Sampler.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Outlier Detection for Robust Region-Based Estimation of the Hemodynamic Response Function in Event-Related fMRI.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Semi-blind deconvolution of neural impulse response in fMRI using a Gibbs sampling method.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Unsupervised robust non-parametric estimation of the hemodynamic response function for any fMRI experiment.
IEEE Trans. Medical Imaging, 2003
Estimation of the Hemodynamic Response Function in Event-Related Functional MRI: Directed Acyclic Graphs for a General Bayesian Inference Framework.
Proceedings of the Information Processing in Medical Imaging, 2003
2002
Signal Process., 2002
Model Based Spatial and Temporal Similarity Measures between Series of Functional Magnetic Resonance Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Robust estimation of the hemodynamic response function in asynchronous multitasks multisessions event-related fMRI paradigms.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
IEEE Trans. Signal Process., 2001
1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999