Thomas Grenier

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 12

Top Topics

Spatial Normalization

Medical Imaging

Weakly Supervised

Lesion Detection

Top Venues

IEEE Trans. Medical Imaging

Comput. Biol. Medicine

Publications

Alae Eddine El Barkaoui, Christian Scheiber, Thomas Grenier, Marc Janier, Anthime Flaus
CT-guided spatial normalization of nuclear hybrid imaging adapted to enlarged ventricles: Impact on striatal uptake quantification. NeuroImage 294 (2024)
Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika
A Weakly Supervised Gradient Attribution Constraint for Interpretable Classification and Anomaly Detection. IEEE Trans. Medical Imaging 42 (11) (2023)
Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika
A More Interpretable Classifier For Multiple Sclerosis. ISBI (2021)
Sarah Leclerc, Erik Smistad, Andreas Østvik, Frederic Cervenansky, Florian Espinosa, Torvald Espeland, Erik Andreas Rye Berg, Thomas Grenier, Carole Lartizien, Pierre-Marc Jodoin, Lasse Løvstakken, Olivier Bernard
LU-Net: a multi-task network to improve the robustness of segmentation of left ventriclular structures by deep learning in 2D echocardiography. CoRR (2020)
Clément Daviller, Thomas Grenier, Hélène Ratiney, Michaël Sdika, Pierre Croisille, Magalie Viallon
Automatic myocardial ischemic lesion detection on magnetic resonance perfusion weighted imaging prior perfusion quantification: A pre-modeling strategy. Comput. Biol. Medicine 110 (2019)
Clément Daviller, Thomas Grenier, Hélène Ratiney, Michaël Sdika, Pierre Croisille, Magalie Viallon
Corrigendum to "Automatic myocardial ischemic lesion detection on magnetic resonance perfusion weighted imaging prior perfusion quantification: A pre-modeling strategy" [Comput. Biol. Med. 110 (2019) 108-119]. Comput. Biol. Medicine 114 (2019)
Sorina Camarasu-Pop, Carole Lartizien, Thomas Grenier, Axel Bonnet, Pascal Wassong, Vanessa Hamar, Fabio Hernandez, Luisa Arrabito, Johan Bregeon, Pierre Gay, Andrei Tsaregorodtsev
Exploiting GPUs on distributed infrastructures for medical imaging applications with VIP and DIRAC. MIPRO (2019)
Sarah Leclerc, Erik Smistad, João Pedrosa, Andreas Østvik, Frederic Cervenansky, Florian Espinosa, Torvald Espeland, Erik Andreas Rye Berg, Pierre-Marc Jodoin, Thomas Grenier, Carole Lartizien, Jan D'hooge, Lasse Løvstakken, Olivier Bernard
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography. IEEE Trans. Medical Imaging 38 (9) (2019)
Aneline Dolet, François Varray, Simon Mure, Thomas Grenier, Yubin Liu, Zhen Yuan, Piero Tortoli, Didier Vray
Spatial and spectral regularization to discriminate tissues using multispectral photoacoustic imaging. EURASIP J. Adv. Signal Process. 2018 (2018)
Simon Mure, Thomas Grenier, Charles R. G. Guttmann, Hugues Benoit-Cattin
Unsupervised time-series clustering of distorted and asynchronous temporal patterns. ICASSP (2016)
Simon Mure, Thomas Grenier, Charles R. G. Guttmann, François Cotton, Hugues Benoit-Cattin
Classification of multiple sclerosis lesion evolution patterns a study based on unsupervised clustering of asynchronous time-series. ISBI (2016)
Simon Mure, Thomas Grenier, Hugues Benoit-Cattin
Unsupervised spatiotemporal video clustering a versatile mean-shift formulation robust to total object occlusions. ICASSP (2016)
Pierre Portejoie, Simon Mure, Hugues Benoit-Cattin, Thomas Grenier
Locally controlled regularized spatiotemporal anisotropic diffusion. ICIP (2015)
Simon Mure, Thomas Grenier, Dominik S. Meier, Charles R. G. Guttmann, Hugues Benoit-Cattin
Unsupervised spatio-temporal filtering of image sequences. A mean-shift specification. Pattern Recognit. Lett. 68 (2015)
Chantal Revol-Muller, Thomas Grenier, Jean-Loïc Rose, Alexandra Pacureanu, Françoise Peyrin, Christophe Odet
Region Growing: Adolescence and Adulthood - Two Visions of Region Growing: In Feature Space and Variational Framework. VISAPP (1) (2012)
Chantal Revol-Muller, Thomas Grenier, Jean-Loïc Rose, Alexandra Pacureanu, Françoise Peyrin, Christophe Odet
Region Growing: When Simplicity Meets Theory - Region Growing Revisited in Feature Space and Variational Framework. VISIGRAPP (Selected Papers) (2012)
Chantal Revol-Muller, Thomas Grenier, Ting Li, Hugues Benoit-Cattin
Feature space region growing. ICIP (2012)
Ting Li, Thomas Grenier, Hugues Benoit-Cattin
Color space influence on mean shift filtering. ICIP (2011)
Jean-Loïc Rose, Thomas Grenier, Chantal Revol-Muller, Christophe Odet
Unifying variational approach and region growing segmentation. EUSIPCO (2010)
Ting Li, Sorina Camarasu-Pop, Tristan Glatard, Thomas Grenier, Hugues Benoit-Cattin
Optimization of Mean-Shift scale parameters on the EGEE grid. HealthGrid (2010)
Delphine Charpigny, Thomas Grenier, Christophe Odet, Hugues Benoit-Cattin
Restoration-based iron oxide particles quantification in MR images. ICASSP (2010)
Delphine Charpigny, Thomas Grenier, Christophe Odet, Hugues Benoit-Cattin
Towards Iron Oxide Nanoparticles Quantization in Molecular MR Images by Default Field Deconvolution. ISBI (2009)
Thomas Grenier, Chantal Revol-Muller, Gérard Gimenez
Hybrid Approach for Multiparametric Mean Shift Filtering. ICIP (2006)