Christophe Phillips

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 13

Top Topics

Learning Models

Multiple Kernel

Sensitivity Analysis

Bootstrap Sampling

Top Venues

Neuroinformatics

Publications

Elizaveta Lavrova, Henry C. Woodruff, Hamza Khan, Eric Salmon, Philippe Lambin, Christophe Phillips
A review of handcrafted and deep radiomics in neurological diseases: transitioning from oncology to clinical neuroimaging. CoRR (2024)
Nikita Beliy, Camille Guillemin, Emeline Pommier, Grégory Hammad, Christophe Phillips
Bidsme: expandable BIDS-ifier of brain imagery datasets. J. Open Source Softw. 8 (92) (2023)
Michele Deantoni, Marion Baillet, Grégory Hammad, Christian Berthomier, Mathilde Reyt, Mathieu Jaspar, Christelle Meyer, Maxime Van Egroo, Puneet Talwar, Eric Lambot, Sarah L. Chellappa, Christian Degueldre, André Luxen, Eric Salmon, Evelyne Balteau, Christophe Phillips, Derk-Jan Dijk, Gilles Vandewalle, Fabienne Collette, Pierre Maquet, Vincenzo Muto, Christina Schmidt
Association between sleep slow-wave activity and in-vivo estimates of myelin in healthy young men. NeuroImage 272 (2023)
Martin Grignard, Christophe Geuzaine, Christophe Phillips
Shamo: A Tool for Electromagnetic Modeling, Simulation and Sensitivity Analysis of the Head. Neuroinformatics 20 (3) (2022)
Fermín Segovia, Javier Ramírez, Diego Castillo-Barnes, Diego Salas-Gonzalez, Manuel Gómez-Río, P. Sopena-Novales, Christophe Phillips, Yudong Zhang, J. M. Górriz
Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer's disease. Neurocomputing 417 (2020)
Aude Jegou, Manuel Schabus, Olivia Gosseries, Brigitte Dahmen, Geneviève Albouy, Martin Desseilles, Virginie Sterpenich, Christophe Phillips, Pierre Maquet, Christophe Grova, Thien Thanh Dang-Vu
Cortical reactivations during sleep spindles following declarative learning. NeuroImage 195 (2019)
Karsten Tabelow, Evelyne Balteau, John Ashburner, Martina F. Callaghan, Bogdan Draganski, Gunther Helms, Ferath Kherif, Tobias Leutritz, Antoine Lutti, Christophe Phillips, Enrico Reimer, Lars Ruthotto, Maryam Seif, Nikolaus Weiskopf, Gabriel Ziegler, Siawoosh Mohammadi
hMRI - A toolbox for quantitative MRI in neuroscience and clinical research. NeuroImage 194 (2019)
Steve Majerus, Frédéric Peters, Marion Bouffier, Nelson Cowan, Christophe Phillips
The Dorsal Attention Network Reflects Both Encoding Load and Top-down Control during Working Memory. J. Cogn. Neurosci. 30 (2) (2018)
Giulia Gaggioni, Julien Q. M. Ly, Sarah L. Chellappa, Dorothée Coppieters 't Wallant, Mario Rosanova, Simone Sarasso, André Luxen, Eric Salmon, Benita Middleton, Marcello Massimini, Christina Schmidt, Adenauer G. Casali, Christophe Phillips, Gilles Vandewalle
Human fronto-parietal response scattering subserves vigilance at night. NeuroImage 175 (2018)
Jessica Schrouff, João M. Monteiro, Liana Catarina Lima Portugal, Maria J. Rosa, Christophe Phillips, Janaina Mourão Miranda
Embedding Anatomical or Functional Knowledge in Whole-Brain Multiple Kernel Learning Models. Neuroinformatics 16 (1) (2018)
Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Johannes Levin, Madeleine Schuberth, Matthias Brendel, Axel Rominger, Kai Bötzel, Gaëtan Garraux, Christophe Phillips
Multivariate Analysis of 18F-DMFP PET Data to Assist the Diagnosis of Parkinsonism. Frontiers Neuroinformatics 11 (2017)
Michiel van der Ree, Jos B. T. M. Roerdink, Christophe Phillips, Gaëtan Garraux, Eric Salmon, Marco A. Wiering
Support vector components analysis. ESANN (2017)
M. Wehenkel, Christine Bastin, Christophe Phillips, Pierre Geurts
Tree ensemble methods and parcelling to identify brain areas related to Alzheimer's disease. PRNI (2017)
Jessica Schrouff, Christophe Phillips, Josef Parvizi, Janaina Mourão Miranda
Predicting Numerical Processing in Naturalistic Settings from Controlled Experimental Conditions. PRNI (2015)
Jessica Schrouff, Brett L. Foster, V. Rangarajan, Christophe Phillips, Janaina Mourão Miranda, Josef Parvizi
Decoding memory processing from electro-corticography in human posteromedial cortex. PRNI (2014)
Fermín Segovia, Rosemary Holt, Michael D. Spencer, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Christophe Phillips, Lindsay Chura, Simon Baron-Cohen, John Suckling
Identifying endophenotypes of autism: a multivariate approach. Frontiers Comput. Neurosci. 8 (2014)
Erik Ziegler, Sarah L. Chellappa, Giulia Gaggioni, Julien Q. M. Ly, Gilles Vandewalle, Elodie André, Christophe Geuzaine, Christophe Phillips
A finite-element reciprocity solution for EEG forward modeling with realistic individual head models. NeuroImage 103 (2014)
Erik Ziegler, Maud Rouillard, Elodie André, Tim Coolen, Johan Stender, Evelyne Balteau, Christophe Phillips, Gaëtan Garraux
Mapping track density changes in nigrostriatal and extranigral pathways in Parkinson's disease. NeuroImage 99 (2014)
Fermín Segovia, Christophe Phillips
PET imaging analysis using a parcelation approach and multiple kernel classification. PRNI (2014)
Anne Collard, Silvere Bonnabel, Christophe Phillips, Rodolphe Sepulchre
Anisotropy Preserving DTI Processing. Int. J. Comput. Vis. 107 (1) (2014)
Fermín Segovia, Ignacio Álvarez Illán, Diego Salas-Gonzalez, Francisco Jesús Martínez-Murcia, Christophe Phillips, Carlos García Puntonet, Javier Ramírez Perez de Inestrosa, Juan Manuel Górriz Sáez
PETRA: Multivariate analyses for neuroimaging data. IWBBIO (2014)
Anne Collard, Christophe Phillips, Rodolphe Sepulchre
Statistical tests for group comparison of manifold-valued data. CDC (2013)
Jessica Schrouff, Maria J. Rosa, Jane M. Rondina, Andre F. Marquand, Carlton Chu, John Ashburner, Christophe Phillips, Jonas Richiardi, Janaina Mourão Miranda
PRoNTo: Pattern Recognition for Neuroimaging Toolbox. Neuroinformatics 11 (3) (2013)
Gilles Vandewalle, Olivier Collignon, Joseph T. Hull, Véronique Daneault, Geneviève Albouy, Franco Lepore, Christophe Phillips, Julien Doyon, Charles A. Czeisler, Marie Dumont, Steven W. Lockley, Julie Carrier
Blue Light Stimulates Cognitive Brain Activity in Visually Blind Individuals. J. Cogn. Neurosci. 25 (12) (2013)
Fermín Segovia, Christine Bastin, Eric Salmon, Juan Manuel Górriz, Javier Ramírez, Christophe Phillips
Automatic Differentiation between Alzheimer's Disease and Mild Cognitive Impairment Combining PET Data and Psychological Scores. PRNI (2013)
Jessica Schrouff, Julien Crémers, Gaëtan Garraux, Luca Baldassarre, Janaina Mourão Miranda, Christophe Phillips
Localizing and Comparing Weight Maps Generated from Linear Kernel Machine Learning Models. PRNI (2013)
Geneviève Albouy, Virginie Sterpenich, Gilles Vandewalle, Annabelle Darsaud, Steffen Gais, Géraldine Rauchs, Martin Desseilles, Mélanie Boly, Thanh Dang-Vu, Evelyne Balteau, Christian Degueldre, Christophe Phillips, André Luxen, Pierre Maquet
Neural correlates of performance variability during motor sequence acquisition. NeuroImage 60 (1) (2012)
Anne Collard, Silvere Bonnabel, Christophe Phillips, Rodolphe Sepulchre
An anisotropy preserving metric for DTI processing CoRR (2012)
Jessica Schrouff, Caroline Kussé, Louis Wehenkel, Pierre Maquet, Christophe Phillips
Decoding Spontaneous Brain Activity from fMRI Using Gaussian Processes: Tracking Brain Reactivation. PRNI (2012)
Christophe Phillips, Marie-Aurélie Bruno, Pierre Maquet, Mélanie Boly, Quentin Noirhomme, Caroline Schnakers, Audrey Vanhaudenhuyse, Maxime Bonjean, Roland Hustinx, Gustave Moonen, André Luxen, Steven Laureys
"Relevance vector machine" consciousness classifier applied to cerebral metabolism of vegetative and locked-in patients. NeuroImage 56 (2) (2011)
Vladimir Litvak, Jérémie Mattout, Stefan J. Kiebel, Christophe Phillips, Richard N. A. Henson, James Kilner, Gareth R. Barnes, Robert Oostenveld, Jean Daunizeau, Guillaume Flandin, William D. Penny, Karl J. Friston
EEG and MEG Data Analysis in SPM8. Comput. Intell. Neurosci. 2011 (2011)
Audrey Vanhaudenhuyse, Athena Demertzi, Manuel Schabus, Quentin Noirhomme, Serge Brédart, Mélanie Boly, Christophe Phillips, Andrea Soddu, André Luxen, Gustave Moonen, Steven Laureys
Two Distinct Neuronal Networks Mediate the Awareness of Environment and of Self. J. Cogn. Neurosci. 23 (3) (2011)
Jessica Schrouff, Vincent Perlbarg, Mélanie Boly, Guillaume Marrelec, Pierre Boveroux, Audrey Vanhaudenhuyse, Marie-Aurélie Bruno, Steven Laureys, Christophe Phillips, Mélanie Pélégrini-Issac, Pierre Maquet, Habib Benali
Brain functional integration decreases during propofol-induced loss of consciousness. NeuroImage 57 (1) (2011)
Martin Desseilles, Sophie Schwartz, Thien Thanh Dang-Vu, Virginie Sterpenich, Marc Ansseau, Pierre Maquet, Christophe Phillips
Depression alters "top-down" visual attention: A dynamic causal modeling comparison between depressed and healthy subjects. NeuroImage 54 (2) (2011)
Yves Leclercq, Jessica Schrouff, Quentin Noirhomme, Pierre Maquet, Christophe Phillips
fMRI Artefact Rejection and Sleep Scoring Toolbox. Comput. Intell. Neurosci. 2011 (2011)
Richard N. A. Henson, Jérémie Mattout, Christophe Phillips, Karl J. Friston
Selecting forward models for MEG source-reconstruction using model-evidence. NeuroImage 46 (1) (2009)
Yves Leclercq, Evelyne Balteau, Thanh Dang-Vu, Manuel Schabus, André Luxen, Pierre Maquet, Christophe Phillips
Rejection of pulse related artefact (PRA) from continuous electroencephalographic (EEG) time series recorded during functional magnetic resonance imaging (fMRI) using constraint independent component analysis (cICA). NeuroImage 44 (3) (2009)
Karl J. Friston, Lee M. Harrison, Jean Daunizeau, Stefan J. Kiebel, Christophe Phillips, Nelson J. Trujillo-Barreto, Richard N. Henson, Guillaume Flandin, Jérémie Mattout
Multiple sparse priors for the M/EEG inverse problem. NeuroImage 39 (3) (2008)
Stefan J. Kiebel, Jean Daunizeau, Christophe Phillips, Karl J. Friston
Variational Bayesian inversion of the equivalent current dipole model in EEG/MEG. NeuroImage 39 (2) (2008)
Jérémie Mattout, Christophe Phillips, William D. Penny, Michael D. Rugg, Karl J. Friston
MEG source localization under multiple constraints: An extended Bayesian framework. NeuroImage 30 (3) (2006)
Martin Desseilles, Thanh Dang-Vu, Steven Laureys, Philippe Peigneux, Christian Degueldre, Christophe Phillips, Pierre Maquet
A prominent role for amygdaloid complexes in the Variability in Heart Rate (VHR) during Rapid Eye Movement (REM) sleep relative to wakefulness. NeuroImage 32 (3) (2006)
Jacques G. Verly, Martin Kavec, Lara M. Vigneron, Christophe Phillips, Romain Boman, Vincent Libertiaux, Jean-Philippe Ponthot, Serge Cescotto, Pierre Robe, Didier Martin, David Wikler, Marc Levivier, Jacques Brotchi
Problems and Challenges of Image-Guided Neurosurgical Navigation and Intervention. ISCIS (2006)
Arnaud A. Devalkeneer, Pierre A. Robe, Jacques G. Verly, Christophe Phillips
Generalized expectation-maximization segmentation of brain MR images. Medical Imaging: Image Processing (2006)
Christophe Phillips, Jérémie Mattout, Michael D. Rugg, Pierre Maquet, Karl J. Friston
An empirical Bayesian solution to the source reconstruction problem in EEG. NeuroImage 24 (4) (2005)
Thien Thanh Dang-Vu, Martin Desseilles, Steven Laureys, Christian Degueldre, Fabien Perrin, Christophe Phillips, Pierre Maquet, Philippe Peigneux
Cerebral correlates of delta waves during non-REM sleep revisited. NeuroImage 28 (1) (2005)
Philippe Peigneux, Steven Laureys, Sonia Fuchs, Arnaud Destrebecqz, Fabienne Collette, Xavier Delbeuck, Christophe Phillips, Joel Aerts, Guy Del Fiore, Christian Degueldre, André Luxen, Axel Cleeremans, Pierre Maquet
Learned material content and acquisition level modulate cerebral reactivation during posttraining rapid-eye-movements sleep. NeuroImage 20 (1) (2003)
Christophe Phillips, Michael D. Rugg, Karl J. Friston
Anatomically Informed Basis Functions for EEG Source Localization: Combining Functional and Anatomical Constraints. NeuroImage 16 (3) (2002)
Karl J. Friston, Daniel E. Glaser, Richard N. A. Henson, Stefan J. Kiebel, Christophe Phillips, John Ashburner
Classical and Bayesian Inference in Neuroimaging: Applications. NeuroImage 16 (2) (2002)
Karl J. Friston, William D. Penny, Christophe Phillips, Stefan J. Kiebel, G. Hinton, John Ashburner
Classical and Bayesian Inference in Neuroimaging: Theory. NeuroImage 16 (2) (2002)
Christophe Phillips, Michael D. Rugg, Karl J. Friston
Systematic Regularization of Linear Inverse Solutions of the EEG Source Localization Problem. NeuroImage 17 (1) (2002)