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Fabien Boux
Fabien Boux
PhD Biomedical Data Scientist
Verified email at univ-grenoble-alpes.fr
Title
Cited by
Cited by
Year
A pericyte‐glia scarring develops at the leaky capillaries in the hippocampus during seizure activity
W Klement, M Blaquiere, E Zub, F DeBock, F Boux, E Barbier, E Audinat, ...
Epilepsia 60 (7), 1399-1411, 2019
512019
MP3: medical software for processing multi-parametric images pipelines
C Brossard, O Montigon, F Boux, A Delphin, T Christen, EL Barbier, ...
Frontiers in Neuroinformatics 14, 594799, 2020
172020
Bayesian inverse regression for vascular magnetic resonance fingerprinting
F Boux, F Forbes, J Arbel, B Lemasson, EL Barbier
IEEE Transactions on Medical Imaging 40 (7), 1827-1837, 2021
142021
Dictionary-free MR fingerprinting parameter estimation via inverse regression
F Boux, F Forbes, J Arbel, EL Barbier
Joint Annual Meeting ISMRM-ESMRMB 2018, 1-2, 2018
112018
Neurovascular multiparametric MRI defines epileptogenic and seizure propagation regions in experimental mesiotemporal lobe epilepsy
F Boux, F Forbes, N Collomb, E Zub, L Maziere, F de Bock, M Blaquiere, ...
Epilepsia 62 (5), 1244-1255, 2021
92021
Towards optimizing MR vascular fingerprinting
A Delphin, F Boux, C Brossard, JM Warnking, B Lemasson, EL Barbier, ...
ISMRM & SMRT Virtual Conference & Exhibition, 2021
32021
Optimizing signal patterns for MR vascular fingerprinting
A Delphin, F Boux, C Brossard, J Warnking, B Lemasson, EL Barbier, ...
ISMRM & SMRT 2020-Virtual Conference & Exhibition, 1-3, 2020
32020
Estimation de paramètres IRM en grande dimension via une régression inverse
F Boux, F Forbes, J Arbel, E Barbier
SFRMBM 2020-4e congrés de la Société Française de Résonance Magnétique en …, 2020
32020
Dictionary-based learning in MR fingerprinting: statistical learning versus deep learning
F Boux, F Forbes, J Arbel, A Delphin, T Christen, E Barbier
International Society for Magnetic Resonance in Medicine (ISMRM), 2020
22020
Dictionary learning via regression: vascular MRI application
F Boux, F Forbes, J Arbel, E Barbier
CNIV 2019-3e Congrès National d’Imagerie du Vivant, 1-12, 2019
22019
T1 mapping from MPRAGE acquisitions: application to the measurement of the concentration of nanoparticles in tumors for theranostic use
A Lavielle, F Boux, J Deborne, N Pinaud, S Dufort, C Verry, S Grand, ...
Journal of Magnetic Resonance Imaging, 2022
12022
Inverse regression in MR fingerprinting: reducing dictionary size while increasing parameters accuracy
F Boux, F Forbes, J Arbel, E Barbier
12019
Quantifying gadolinium-based nanoparticle uptake distributions in brain metastases via magnetic resonance imaging
S Bennett, C Verry, E Kaza, X Miao, S Dufort, F Boux, Y Crémillieux, ...
Scientific Reports 14 (1), 11959, 2024
2024
Segmentation d'IRM multimodales par réseaux de neurones: Stratégies de transfert d'apprentissage pour des ensembles de données de taille limitée
LDTM Tchamedeu, B Lambert, T Coudert, EM Cohen-Jonathan, S Ken, ...
Colloque français d’intelligence artificielle en imagerie biomédicale., 2024
2024
Enhancing MR vascular Fingerprinting through realistic microvascular geometries
A Delphin, F Boux, C Brossard, T Coudert, JM Warnking, B Lemasson, ...
arXiv preprint arXiv:2305.17092, 2023
2023
Using 3D realistic blood vessel structures machine learning for MR vascular Fingerprinting
A Delphin, F Boux, C Brossard, J Warnking, B Lemasson, E Barbier, ...
ISMRM 31st Annual Meeting & Exhibition, May 2022, London, United Kingdom, 2022
2022
Optimisation des patterns de signaux pour l'IRM Fingerprinting Vasculaire
A Delphin, F Boux, C Brossard, JM Warnking, B Lemasson, EL Barbier, ...
SFRMBM 2021-5ème Congrès scientifique de la Société Française de Résonance …, 2021
2021
Statistical methods for vascular magnetic resonance fingerprinting: application to the epileptic brain
F Boux
Université Grenoble Alpes, 2020, 2020
2020
Méthodes statistiques pour l'imagerie vasculaire par résonance magnétique: application au cerveau épileptique
F Boux
Université Grenoble Alpes, 2020, 2020
2020
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Articles 1–19