Aurelien Bustin
Aurelien Bustin
IHU Liryc Bordeaux, Cardiovascular Magnetic Resonance Center Lausanne
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CINENet: deep learning-based 3D cardiac CINE MRI reconstruction with multi-coil complex-valued 4D spatio-temporal convolutions
T Küstner, N Fuin, K Hammernik, A Bustin, H Qi, R Hajhosseiny, PG Masci, ...
Scientific reports 10 (1), 13710, 2020
Five-minute whole-heart coronary MRA with sub-millimeter isotropic resolution, 100% respiratory scan efficiency, and 3D- PROST reconstruction
A Bustin, G Ginami, G Cruz, T Correia, T Ismail, I Rashid, R Neji, R Botnar, ...
Magnetic Resonance in Medicine, 1-14, 2018
From compressed-sensing to artificial intelligence-based cardiac MRI reconstruction
A Bustin, N Fuin, RM Botnar, C Prieto
Frontiers in cardiovascular medicine 7, 17, 2020
High-Dimensionality Undersampled Patch-Based Reconstruction (HD-PROST) for Accelerated Multi-Contrast Magnetic Resonance Imaging
A Bustin, G Cruz, O Jaubert, L Karina, MR Botnar, C Prieto
Magnetic Resonance in Medicine 81, 3705–3719, 2019
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning
I Oksuz, B Ruijsink, E Puyol-Antón, JR Clough, G Cruz, A Bustin, C Prieto, ...
Medical image analysis 55, 136-147, 2019
Water–fat Dixon cardiac magnetic resonance fingerprinting
O Jaubert, G Cruz, A Bustin, T Schneider, B Lavin, P Koken, ...
Magnetic resonance in medicine 83 (6), 2107-2123, 2020
Deep learning-based detection and correction of cardiac MR motion artefacts during reconstruction for high-quality segmentation
I Oksuz, JR Clough, B Ruijsink, EP Anton, A Bustin, G Cruz, C Prieto, ...
IEEE Transactions on Medical Imaging 39 (12), 4001-4010, 2020
Sparsity and locally low rank regularization for MR fingerprinting
G Cruz, A Bustin, O Jaubert, T Schneider, R Botnar, C Prieto
Magnetic Resonance in Medicine, 1-14, 2018
Multi-parametric liver tissue characterization using MR fingerprinting: Simultaneous T1, T2, T2*, and fat fraction mapping
J Olivier, C Arrieta, G Cruz, A Bustin, T Schneider, G Georgiopoulos, ...
Magnetic Resonance in Medicine, 1-11, 2020
A primal-dual projected gradient algorithm for efficient Beltrami regularization
D Zosso, A Bustin
Computer Vision and Image Understanding, 14-52, 2014
3D whole-heart isotropic sub-millimeter resolution coronary magnetic resonance angiography with non-rigid motion-compensated PROST
A Bustin, I Rashid, G Cruz, Hajhosseiny, T Correia, R Neji, R Rajani, ...
Journal of Cardiovascular Magnetic Resonance, 2020
Free-running cardiac magnetic resonance fingerprinting: Joint T1/T2 map and Cine imaging
O Jaubert, G Cruz, A Bustin, T Schneider, P Koken, M Doneva, ...
Magnetic resonance imaging 68, 173-182, 2020
Free‐running 3D whole heart myocardial T1 mapping with isotropic spatial resolution
H Qi, O Jaubert, A Bustin, G Cruz, H Chen, R Botnar, C Prieto
Magnetic Resonance in Medicine 82 (4), 1331-1342, 2019
3D free‐breathing cardiac magnetic resonance fingerprinting
G Cruz, O Jaubert, H Qi, A Bustin, G Milotta, T Schneider, P Koken, ...
NMR in Biomedicine 33 (10), e4370, 2020
Magnetic resonance fingerprinting using recurrent neural networks
I Oksuz, G Cruz, J Clough, A Bustin, N Fuin, RM Botnar, C Prieto, AP King, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
Motion-corrected, super-resolution reconstruction for high-resolution 3D cardiac cine MRI
F Odille, A Bustin, B Chen, PA Vuissoz, J Felblinger
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015: 18th …, 2015
Motion-corrected 3D whole-heart water-fat high-resolution late gadolinium enhancement cardiovascular magnetic resonance imaging
C Munoz, A Bustin, R Neji, KP Kunze, C Forman, M Schmidt, ...
Journal of Cardiovascular Magnetic Resonance 22, 1-13, 2020
Deep‐learning based super‐resolution for 3D isotropic coronary MR angiography in less than a minute
T Küstner, C Munoz, A Psenicny, A Bustin, N Fuin, H Qi, R Neji, K Kunze, ...
Magnetic Resonance in Medicine 86 (5), 2837-2852, 2021
A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography
N Fuin, A Bustin, T Kuestner, I Oksuz, J Clough, A King, J Schnabel, ...
Magnetic Resonance Imaging, 2020
Free-running simultaneous myocardial T1/T2 mapping and cine imaging with 3D whole-heart coverage and isotropic spatial resolution
H Qi, A Bustin, G Cruz, O Jaubert, H Chen, RM Botnar, C Prieto
Magnetic resonance imaging 63, 159-169, 2019
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