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Thomas Sanchez
Thomas Sanchez
CIBM Center for Biomedical Imaging, Lausanne University (UNIL) - Radiology Department (CHUV)
Verified email at unil.ch - Homepage
Title
Cited by
Cited by
Year
Scalable learning-based sampling optimization for compressive dynamic MRI
T Sanchez, B Gözcü, RB van Heeswijk, E Ilıcak, T Çukur, V Cevher
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and …, 2019
382019
A Plug-and-Play Deep Image Prior
Z Sun, F Latorre, T Sanchez, V Cevher
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
192021
Rethinking Sampling in Parallel MRI: A Data-Driven Approach
B Gözcü, T Sanchez, V Cevher
27th European Signal Processing Conference (EUSIPCO), 375-380, 2019
172019
Uncertainty-Driven Adaptive Sampling via GANs
T Sanchez, I Krawczuk, Z Sun, V Cevher
Workshop on Deep Learning and Inverse Problems - NeurIPS 2020, 2020
52020
Solving inverse problems with hybrid deep image priors: the challenge of preventing overfitting
Z Sun, T Sanchez, F Latorre, V Cevher
arXiv preprint arXiv:2011.01748, 2020
42020
Closed loop deep Bayesian inversion: Uncertainty driven acquisition for fast MRI
T Sanchez, I Krawczuk, Z Sun, V Cevher
OpenReview ICLR Submission, 2019
32019
Simulation-based parameter optimization for fetal brain MRI super-resolution reconstruction
P de Dumast, T Sanchez, H Lajous, M Bach Cuadra
International Conference on Medical Image Computing and Computer-Assisted …, 2023
22023
FetMRQC: Automated Quality Control for fetal brain MRI
T Sanchez, O Esteban, Y Gomez, E Eixarch, MB Cuadra
MICCAI 2023 Workshop on Perinatal, Preterm and Paediatric Image Analysis, 3-16, 2023
22023
Q’kay: A Manager for the Quality Assessment of Large Neuroimaging Studies
E Savary, C Provins, T Sanchez, O Esteban
OSF preprints, 2023
12023
Assessment of fetal corpus callosum biometry by 3D super-resolution reconstructed T2-weighted magnetic resonance imaging
S Lamon, P De Dumast, T Sanchez, V Dunet, L Pomar, Y Vial, M Koob, ...
Frontiers in Neurology 15, 1358741, 2024
2024
Improving cross-domain brain tissue segmentation in fetal MRI with synthetic data
V Zalevskyi, T Sanchez, M Roulet, JA Verddera, J Hutter, H Kebiri, ...
arXiv preprint arXiv:2403.15103, 2024
2024
FetMRQC: an open-source machine learning framework for multi-centric fetal brain MRI quality control
T Sanchez, O Esteban, Y Gomez, A Pron, M Koob, V Dunet, N Girard, ...
arXiv preprint arXiv:2311.04780, 2023
2023
Learning to sample in Cartesian MRI
T Sanchez
EPFL, 2022
2022
On the benefits of deep RL in accelerated MRI sampling
T Sanchez, I Krawczuk, V Cevher
2021
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