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 | 210 | 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 | 143 | 2018 |
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 | 139 | 2019 |
From compressed-sensing to artificial intelligence-based cardiac MRI reconstruction A Bustin, N Fuin, RM Botnar, C Prieto Frontiers in cardiovascular medicine 7, 501814, 2020 | 133 | 2020 |
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 | 120 | 2019 |
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 | 80* | 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 | 79* | 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 | 78 | 2020 |
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 | 77 | 2020 |
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 | 69 | 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 | 66 | 2019 |
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 | 62 | 2021 |
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 | 58 | 2019 |
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 | 56 | 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 | 55 | 2019 |
A primal-dual projected gradient algorithm for efficient Beltrami regularization D Zosso, A Bustin Computer Vision and Image Understanding, 14-52, 2014 | 55 | 2014 |
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 | 54 | 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 | 53 | 2020 |
Coronary magnetic resonance angiography: technical innovations leading us to the promised land? R Hajhosseiny, A Bustin, C Munoz, I Rashid, G Cruz, WJ Manning, ... Cardiovascular Imaging 13 (12), 2653-2672, 2020 | 50 | 2020 |
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 | 49 | 2020 |