Παρακολούθηση
Thomas Yu
Thomas Yu
Research Scientist at Siemens Healthineers
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα epfl.ch
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Παρατίθεται από
Παρατίθεται από
Έτος
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
KG Schilling, F Rheault, L Petit, CB Hansen, V Nath, FC Yeh, G Girard, ...
Neuroimage 243, 118502, 2021
1272021
Model-informed machine learning for multi-component T2 relaxometry
T Yu, EJ Canales-Rodríguez, M Pizzolato, GF Piredda, T Hilbert, ...
Medical image analysis 69, 101940, 2021
342021
Insights from the IronTract challenge: Optimal methods for mapping brain pathways from multi-shell diffusion MRI
C Maffei, G Girard, KG Schilling, DB Aydogan, N Adluru, A Zhylka, Y Wu, ...
NeuroImage 257, 119327, 2022
232022
Comparison of non-parametric T2 relaxometry methods for myelin water quantification
EJ Canales-Rodríguez, M Pizzolato, GF Piredda, T Hilbert, N Kunz, C Pot, ...
Medical Image Analysis 69, 101959, 2021
232021
Benefiting from bicubically down-sampled images for learning real-world image super-resolution
MS Rad, T Yu, C Musat, HK Ekenel, B Bozorgtabar, JP Thiran
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
192021
Fetal brain biometric measurements on 3D super-resolution reconstructed T2-weighted MRI: an intra-and inter-observer agreement study
M Khawam, P De Dumast, P Deman, H Kebiri, T Yu, S Tourbier, H Lajous, ...
Frontiers in pediatrics 9, 639746, 2021
172021
Revisiting the T2 spectrum imaging inverse problem: Bayesian regularized non-negative least squares
EJ Canales-Rodríguez, M Pizzolato, T Yu, GF Piredda, T Hilbert, J Radua, ...
Neuroimage 244, 118582, 2021
132021
A fetal brain magnetic resonance acquisition numerical phantom (FaBiAN)
H Lajous, CW Roy, T Hilbert, P de Dumast, S Tourbier, Y Alemán-Gómez, ...
Scientific Reports 12 (1), 8682, 2022
102022
MPRAGE to MP2RAGE UNI translation via generative adversarial network improves the automatic tissue and lesion segmentation in multiple sclerosis patients
F La Rosa, T Yu, G Barquero, JP Thiran, C Granziera, MB Cuadra
Computers in Biology and Medicine 132, 104297, 2021
82021
T2 mapping from super-resolution-reconstructed clinical fast spin echo magnetic resonance acquisitions
H Lajous, T Hilbert, CW Roy, S Tourbier, P de Dumast, T Yu, JP Thiran, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
62020
New insights from the IronTract challenge: Simple post-processing enhances the accuracy of diffusion tractography
C Maffei, G Girard, KG Schilling, DB Aydogan, N Adluru, A Zhylka, Y Wu, ...
2021 ISMRM & SMRT Annual Meeting & Exhibition, 2021
52021
Robust T2 Relaxometry With Hamiltonian MCMC for Myelin Water Fraction Estimation
T Yu, M Pizzolato, EJ Canales-Rodríguez, JP Thiran
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
42019
Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI
T Yu, T Hilbert, GF Piredda, A Joseph, G Bonanno, S Zenkhri, P Omoumi, ...
Journal of Machine Learning for Biomedical Imaging (MELBA), 1-31, 2022
32022
Variability and reproducibility of multi-echo T2 relaxometry: Insights from multi-site, multi-session and multi-subject MRI acquisitions
E Fischi-Gomez, G Girard, PJ Koch, T Yu, M Pizzolato, J Brügger, ...
Frontiers in radiology 2, 930666, 2022
22022
Robust biophysical parameter estimation with a neural network enhanced hamiltonian markov chain monte carlo sampler
T Yu, M Pizzolato, G Girard, J Rafael-Patino, EJ Canales-Rodríguez, ...
Information Processing in Medical Imaging: 26th International Conference …, 2019
22019
Lagrangian formulation of the electromagnetic field
T Yu
Expository Paper written for University of Chicago Math Research Experience …, 2012
22012
Multi-diffusion and Multi-T2 weighted Monte-Carlo Simulations
J Rafael-Patino, G Girard, E Fischi-Gomez, D Romascano, T Yu, ...
2020 OHBM ANNUAL MEETING, 2020
12020
Test-Time Adaptation for Super-Resolution: You Only Need to Overfit on a Few More Images
MS Rad, T Yu, B Bozorgtabar, JP Thiran
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
2021
Translating mprage to mp2rage improves the automatic tissue and lesion segmentation in multiple sclerosis patients
F La Rosa, T Yu, G Barquero, JP Thiran, C Granziera, MB Cuadra
Multiple Sclerosis Journal 26, 125-126, 2020
2020
DWI Simulation-Assisted Machine Learning Models for Microstructure Estimation
JR Patino Lopez, T Yu, V Delvigne, M Barakovic, M Pizzolato, G Girard, ...
Computational Diffusion MRI. MICCAI Workshop, Shenzhen, China, October 2019, 2020
2020
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