Antoine Grigis

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 32

Top Topics

Activity Patterns

Top Venues

Frontiers Neuroinformatics

Publications

Robin Louiset, Edouard Duchesnay, Antoine Grigis, Pietro Gori
Separating common from salient patterns with Contrastive Representation Learning. ICLR (2024)
Robin Louiset, Edouard Duchesnay, Antoine Grigis, Pietro Gori
Separating common from salient patterns with Contrastive Representation Learning. CoRR (2024)
Benoit Dufumier, Pietro Gori, Sara Petiton, Robin Louiset, Jean-François Mangin, Antoine Grigis, Edouard Duchesnay
Exploring the potential of representation and transfer learning for anatomical neuroimaging: Application to psychiatry. NeuroImage 296 (2024)
Robin Louiset, Edouard Duchesnay, Antoine Grigis, Benoit Dufumier, Pietro Gori
SepVAE: a contrastive VAE to separate pathological patterns from healthy ones. CoRR (2023)
Corentin Ambroise, Antoine Grigis, Edouard Duchesnay, Vincent Frouin
Multi-View Variational Autoencoders Allow for Interpretability Leveraging Digital Avatars: Application to the HBN Cohort. ISBI (2023)
Clement Poiret, Antoine Bouyeure, Sandesh Patil, Antoine Grigis, Edouard Duchesnay, Matthieu Faillot, Michel Bottlaender, Frederic Lemaitre, Marion Noulhiane
A fast and robust hippocampal subfields segmentation: HSF revealing lifespan volumetric dynamics. Frontiers Neuroinformatics 17 (2023)
Chloé Gomez, Jordy Tasserie, Lynn Uhrig, Béchir Jarraya, Antoine Grigis
Exploration of the Neural Correlates of Consciousness Using Linear Latent Model. ISBI (2023)
Clement Poiret, Antoine Grigis, Justin Thomas, Marion Noulhiane
Can we Agree? On the Rashōmon Effect and the Reliability of Post-Hoc Explainable AI. CoRR (2023)
Lisa Hemforth, Claire Cury, Vincent Frouin, Sylvane Desrivières, Antoine Grigis, Hugh Garavan, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère-Martinot, Eric Artiges, Luise Poustka, Sarah Hohmann, Sabina Millenet, Nilakshi Vaidya, Henrik Walter, Robert Whelan, Gunter Schumann, Baptiste Couvy-Duchesne, Olivier Colliot
Interpretable automatic detection of incomplete hippocampal inversions using anatomical criteria. Medical Imaging: Image Processing (2023)
Harshvardhan Gazula, Kelly Rootes-Murdy, Bharath Holla, Sunitha Basodi, Zuo Zhang, Eric Verner, Ross Kelly, Pratima Murthy, Amit Chakrabarti, Debasish Basu, Subodh Bhagyalakshmi Nanjayya, Rajkumar Lenin Singh, Roshan Lourembam Singh, Kartik Kalyanram, Kamakshi Kartik, Kalyanaraman Kumaran, Krishnaveni Ghattu, Rebecca Kuriyan, Sunita Simon Kurpad, Gareth J. Barker, Rose Dawn Bharath, Sylvane Desrivieres, Meera Purushottam, Dimitri Papadopoulos-Orfanos, Eesha Sharma, Matthew Hickman, Mireille Toledano, Nilakshi Vaidya, Tobias Banaschewski, Arun L. W. Bokde, Herta Flor, Antoine Grigis, Hugh Garavan, Penny Gowland, Andreas Heinz, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère-Martinot, Eric Artiges, Frauke Nees, Tomás Paus, Luise Poustka, Juliane H. Fröhner, Lauren Robinson, Michael N. Smolka, Henrik Walter, Jeanne Winterer, Robert Whelan, Jessica A. Turner, Anand D. Sarwate, Sergey M. Plis, Vivek Benegal, Gunter Schumann, Vince D. Calhoun
Federated Analysis in COINSTAC Reveals Functional Network Connectivity and Spectral Links to Smoking and Alcohol Consumption in Nearly 2,000 Adolescent Brains. Neuroinformatics 21 (2) (2023)
Corentin Ambroise, Vincent Frouin, Benoit Dufumier, Edouard Duchesnay, Antoine Grigis
MixUp Brain-Cortical Augmentations in Self-supervised Learning. MLCN@MICCAI (2023)
Benoit Dufumier, Antoine Grigis, Julie Victor, Corentin Ambroise, Vincent Frouin, Edouard Duchesnay
OpenBHB: a Large-Scale Multi-Site Brain MRI Data-set for Age Prediction and Debiasing. NeuroImage 263 (2022)
Antoine Grigis, Chloé Gomez, Vincent Frouin, Lynn Uhrig, Béchir Jarraya
Interpretable Signature of Consciousness in Resting-State Functional Network Brain Activity. MICCAI (1) (2022)
Chloé Gomez, Antoine Grigis, Lynn Uhrig, Béchir Jarraya
Characterization of Brain Activity Patterns Across States of Consciousness Based on Variational Auto-Encoders. MICCAI (1) (2022)
Miguel Guevara, Zhong Yi Sun, Pamela Guevara, Denis Rivière, Antoine Grigis, Cyril Poupon, Jean-François Mangin
Disentangling the variability of the superficial white matter organization using regional-tractogram-based population stratification. NeuroImage 255 (2022)
Benoit Dufumier, Pietro Gori, Ilaria Battaglia, Julie Victor, Antoine Grigis, Edouard Duchesnay
Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning. CoRR (2021)
Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Edouard Duchesnay
Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels. CoRR (2021)
Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Michel Wessa, Paolo Brambilla, Pauline Favre, Mircea Polosan, Colm McDonald, Camille Marie Piguet, Edouard Duchesnay
Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification. CoRR (2021)
Robin Louiset, Pietro Gori, Benoit Dufumier, Josselin Houenou, Antoine Grigis, Edouard Duchesnay
UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning. CoRR (2021)
Zhijie Liao, Tobias Banaschewski, Arun L. W. Bokde, Sylvane Desrivières, Herta Flor, Antoine Grigis, Hugh Garavan, Penny A. Gowland, Andreas Heinz, Bernd Ittermann, Jean-Luc Martinot, Marie-Laure Paillère-Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos-Orfanos, Luise Poustka, Sarah Hohmann, Sabina Millenet, Juliane H. Fröhner, Michael N. Smolka, Henrik Walter, Robert Whelan, Gunter Schumann, Tomás Paus
Similarity and stability of face network across populations and throughout adolescence and adulthood. NeuroImage 244 (2021)
Robin Louiset, Pietro Gori, Benoit Dufumier, Josselin Houenou, Antoine Grigis, Edouard Duchesnay
UCSL : A Machine Learning Expectation-Maximization Framework for Unsupervised Clustering Driven by Supervised Learning. ECML/PKDD (1) (2021)
Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Michel Wessa, Paolo Brambilla, Pauline Favre, Mircea Polosan, Colm McDonald, Camille Marie Piguet, Mary L. Phillips, Lisa Eyler, Edouard Duchesnay
Contrastive Learning with Continuous Proxy Meta-data for 3D MRI Classification. MICCAI (2) (2021)
Simone Kühn, Tobias Banaschewski, Arun L. W. Bokde, Christian Büchel, Erin Burke Quinlan, Sylvane Desrivières, Herta Flor, Antoine Grigis, Hugh Garavan, Penny A. Gowland, Andreas Heinz, Bernd Ittermann, Jean-Luc Martinot, Marie-Laure Paillère-Martinot, Frauke Nees, Dimitri Papadopoulos-Orfanos, Tomás Paus, Luise Poustka, Jürgen Gallinat
Brain structure and habitat: Do the brains of our children tell us where they have been brought up? NeuroImage 222 (2020)
Han Bossier, Sanne P. Roels, Ruth Seurinck, Tobias Banaschewski, Gareth J. Barker, Arun L. W. Bokde, Erin Burke Quinlan, Sylvane Desrivières, Herta Flor, Antoine Grigis, Hugh Garavan, Penny A. Gowland, Andreas Heinz, Bernd Ittermann, Jean-Luc Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos-Orfanos, Beatrijs Moerkerke
The empirical replicability of task-based fMRI as a function of sample size. NeuroImage 212 (2020)
Jordy Tasserie, Antoine Grigis, Lynn Uhrig, Morgan Dupont, Alexis Amadon, Béchir Jarraya
: An automatic pipeline for macaque functional MRI preprocessing. NeuroImage 207 (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)
Yann Le Guen, Slim Karkar, Antoine Grigis, Cathy Philippe, Jean-François Mangin, Vincent Frouin
Heritability of surface area and cortical thickness: a comparison between the Human Connectome Project and the UK Biobank dataset. ISBI (2019)
Lee Jollans, Rory Boyle, Eric Artiges, Tobias Banaschewski, Sylvane Desrivières, Antoine Grigis, Jean-Luc Martinot, Tomás Paus, Michael N. Smolka, Henrik Walter, Gunter Schumann, Hugh Garavan, Robert Whelan
Quantifying performance of machine learning methods for neuroimaging data. NeuroImage 199 (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)
Yann Le Guen, François Leroy, Guillaume Auzias, Denis Rivière, Antoine Grigis, Jean-François Mangin, Olivier Coulon, Ghislaine Dehaene-Lambertz, Vincent Frouin
The chaotic morphology of the left superior temporal sulcus is genetically constrained. NeuroImage 174 (2018)
Antoine Grigis, David Goyard, Robin Cherbonnier, Thomas Gareau, Dimitri Papadopoulos-Orfanos, Nicolas Chauvat, Adrien Di Mascio, Gunter Schumann, Will Spooren, Declan G. M. Murphy, Vincent Frouin
Neuroimaging, Genetics, and Clinical Data Sharing in Python Using the CubicWeb Framework. Frontiers Neuroinformatics 11 (2017)
Grégory Operto, Marie Chupin, Bénédicte Batrancourt, Marie Odile Habert, Olivier Colliot, Habib Benali, Cyril Poupon, Catherine Champseix, Christine Delmaire, Marie Sullivan, Denis Rivière, Mélanie Pélégrini-Issac, Vincent Perlbarg, Régine Trébossen, Michel Bottlaender, Vincent Frouin, Antoine Grigis, Dimitri Papadopoulos-Orfanos, Hugo Dary, Ludovic Fillon, Chabha Azouani, Ali Bouyahia, Clara Fischer, Lydie Edward, Mathilde Bouin, Urielle Thoprakarn, Jinpeng Li, Leila Makkaoui, Sylvain Poret, Carole Dufouil, Vincent Bouteloup, Gaël Chételat, Bruno Dubois, Stéphane Lehéricy, Jean-François Mangin, Yann Cointepas
CATI: A Large Distributed Infrastructure for the Neuroimaging of Cohorts. Neuroinformatics 14 (3) (2016)
Antoine Grigis, Vincent Noblet, Frédéric Blanc, Fabrice Heitz, Jérôme de Seze, Stéphane Kremer, Jean-Paul Armspach
Longitudinal change detection: Inference on the diffusion tensor along white matter pathways. Medical Image Anal. 17 (3) (2013)
Antoine Grigis, Vincent Noblet, Fabrice Heitz, Frédéric Blanc, Jérôme de Seze, Stéphane Kremer, Lucien Rumbach, Jean-Paul Armspach
Longitudinal change detection in diffusion MRI using multivariate statistical testing on tensors. NeuroImage 60 (4) (2012)
Antoine Grigis, Vincent Noblet, Frédéric Blanc, Fabrice Heitz, Jérôme de Seze, Jean-Paul Armspach
Longitudinal Change Detection: Inference on the Diffusion Tensor Along White-Matter Pathways. MICCAI (2) (2011)
Antoine Grigis, Félix Renard, Vincent Noblet, Christian Heinrich, Fabrice Heitz, Jean-Paul Armspach
A new high order tensor decomposition: Application to reorientation. ISBI (2011)
Félix Renard, Vincent Noblet, Antoine Grigis, Christian Heinrich, Stéphane Kremer
Comparison of interpolation methods for angular resampling of diffusion weighted images. IPTA (2010)
Antoine Grigis, Vincent Noblet, Félix Renard, Fabrice Heitz, Jean-Paul Armspach, Lucien Rumbach
Change Detection in Diffusion MRI Using Multivariate Statistical Testing on Tensors. MICCAI (2) (2010)