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Computer Science

D-Index
33
Citations
4812
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12660
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322

Overview

Philippe Ciuciu is affiliated with the French Institute for Research in Computer Science and Automation (INRIA) in France. Their research primarily focuses on medical and neuroimaging fields, with a significant emphasis on advanced MRI techniques and imaging applications.

The main fields of study in Philippe Ciuciu's work include Medicine, specifically covering areas such as Radiology, Nuclear Medicine and Imaging, Cognitive Neuroscience, Computational Mechanics, Biomedical Engineering, and Atomic and Molecular Physics and Optics.

Their research topics encompass the following key areas:

  • Advanced MRI Techniques and Applications
  • Medical Imaging Techniques and Applications
  • Sparse and Compressive Sensing Techniques
  • Functional Brain Connectivity Studies
  • Atomic and Subatomic Physics Research
  • Advanced Neuroimaging Techniques and Applications
  • Neural dynamics and brain function

Notable recent publications by Philippe Ciuciu include:

  • Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction, 2021, IEEE Transactions on Medical Imaging
  • Benchmarking MRI Reconstruction Neural Networks on Large Public Datasets, 2020, Applied Sciences
  • Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction, 2020, arXiv (Cornell University)
  • PySAP: Python Sparse Data Analysis Package for multidisciplinary image processing, 2020, Astronomy and Computing
  • 3D variable-density SPARKLING trajectories for high-resolution T2*-weighted magnetic resonance imaging, 2020, NMR in Biomedicine

The researcher frequently collaborates with several coauthors, including Alexandre Vignaud, Zaccharie Ramzi, Chaithya Giliyar Radhakrishna, Guillaume Daval-Frérot, and Jean-Luc Starck. These collaborations indicate ongoing engagement with a network of experts in medical imaging and computational techniques.

Philippe Ciuciu's work is commonly published in venues such as:

  • Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
  • arXiv (Cornell University)
  • Magnetic Resonance in Medicine
  • HAL (Le Centre pour la Communication Scientifique Directe)
  • NMR in Biomedicine

Best Publications

  • Letter Binding and Invariant Recognition of Masked Words Behavioral and Neuroimaging Evidence

    Stanislas Dehaene;Antoinette Jobert;L. Naccache;P. Ciuciu

  • Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

    Matthew J. Muckley;Bruno Riemenschneider;Alireza Radmanesh;Sunwoo Kim

  • Dealing with the shortcomings of spatial normalization: multi-subject parcellation of fMRI datasets.

    Bertrand Thirion;Guillaume Flandin;Philippe Pinel;Alexis Roche

  • Scale-Free and Multifractal Time Dynamics of fMRI Signals during Rest and Task.

    Philippe Ciuciu;Gaël Varoquaux;Gaël Varoquaux;Gaël Varoquaux;Patrice Abry;Sepideh Sadaghiani

  • Unsupervised robust nonparametric estimation of the hemodynamic response function for any fMRI experiment

    P. Ciuciu;J.-B. Poline;G. Marrelec;J. Idier

  • Functional segregation of cortical language areas by sentence repetition

    Ghislaine Dehaene-Lambertz;Stanislas Dehaene;Stanislas Dehaene;Jean-Luc Anton;Aurelie Campagne

  • 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

  • Spatially Adaptive Mixture Modeling for Analysis of fMRI Time Series

    T. Vincent;L. Risser;P. Ciuciu

  • Interplay between functional connectivity and scale-free dynamics in intrinsic fMRI networks.

    Philippe Ciuciu;Patrice Abry;Biyu Jade He

  • A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI.

    Salima Makni;Jérôme Idier;Thomas Vincent;Bertrand Thirion

  • A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging☆

    Lotfi Chaâri;Lotfi Chaâri;Jean-Christophe Pesquet;Amel Benazza-Benyahia;Philippe Ciuciu

  • Variable Density Sampling with Continuous Trajectories

    Nicolas Chauffert;Philippe Ciuciu;Jonas Kahn;Pierre Weiss

  • Joint detection-estimation of brain activity in functional MRI: a Multichannel Deconvolution solution

    S. Makni;P. Ciuciu;J. Idier;J.-B. Poline

  • Fast Joint Detection-Estimation of Evoked Brain Activity in Event-Related fMRI Using a Variational Approach

    L. Chaari;T. Vincent;F. Forbes;M. Dojat

  • SPARKLING: variable-density k-space filling curves for accelerated T 2 * -weighted MRI

    Carole Lazarus;Carole Lazarus;Pierre Weiss;Pierre Weiss;Nicolas Chauffert;Nicolas Chauffert;Franck Mauconduit

  • Variable density sampling with continuous sampling trajectories

    Nicolas Chauffert;Philippe Ciuciu;Jonas Kahn;Pierre Weiss

  • Data-driven HRF estimation for encoding and decoding models

    Fabian Pedregosa;Michael Eickenberg;Philippe Ciuciu;Bertrand Thirion

  • On the generation of sampling schemes for Magnetic Resonance Imaging

    Claire Boyer;Claire Boyer;Nicolas Chauffert;Philippe Ciuciu;Jonas Kahn

  • Structural Analysis of fMRI Data Revisited: Improving the Sensitivity and Reliability of fMRI Group Studies

    B. Thirion;P. Pinel;A. Tucholka;A. Roche

  • The neural bases of the constructive nature of autobiographical memories studied with a self-paced fMRI design

    Anne Botzung;Ekaterina Denkova;Philippe Ciuciu;Christian Scheiber

  • Variable density sampling with continuous trajectories. Application to MRI

    Nicolas Chauffert;Philippe Ciuciu;Jonas Kahn;Pierre Weiss

Frequent Co-Authors

Jean-Baptiste Poline
Jean-Baptiste Poline Montreal Neurological Institute and Hospital
Jérôme Idier
Jérôme Idier Centre national de la recherche scientifique, CNRS
Jean-Luc Starck
Jean-Luc Starck University of Paris-Saclay
Jean-Christophe Pesquet
Jean-Christophe Pesquet CentraleSupélec
Bertrand Thirion
Bertrand Thirion University of Paris-Saclay
Michel Dojat
Michel Dojat French Institute for Research in Computer Science and Automation - INRIA
Gaël Varoquaux
Gaël Varoquaux French Institute for Research in Computer Science and Automation - INRIA
Habib Benali
Habib Benali Concordia University
Virginie van Wassenhove
Virginie van Wassenhove University of Paris-Saclay
Patrice Abry
Patrice Abry École Normale Supérieure de Lyon

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