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 | 154 | 2021 |
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 | 41 | 2021 |
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 | 33 | 2022 |
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 | 31 | 2021 |
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 | 24 | 2021 |
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 | 22 | 2021 |
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 | 20 | 2021 |
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 | 19 | 2021 |
A fetal brain magnetic resonance acquisition numerical phantom (FaBiAN) H Lajous, CW Roy, T Hilbert, P de Dumast, S Tourbier, Y Aleman-Gomez, ... Scientific Reports 12 (1), 8682, 2022 | 14 | 2022 |
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 | 7 | 2020 |
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 | 6 | 2022 |
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 | 5 | 2021 |
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 | 4 | 2021 |
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 | 4 | 2019 |
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 | 2 | 2022 |
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 | 2 | 2019 |
Lagrangian formulation of the electromagnetic field T Yu Expository Paper written for University of Chicago Math Research Experience …, 2012 | 2 | 2012 |
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 | 1 | 2020 |
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 (3_SUPPL), 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 |