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 | 150 | 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 | 121 | 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 | 104 | 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 | 103 | 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 | 86 | 2019 |
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 | 66 | 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 | 66 | 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 | 60* | 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 | 57* | 2020 |
A primal-dual projected gradient algorithm for efficient Beltrami regularization D Zosso, A Bustin Computer Vision and Image Understanding, 14-52, 2014 | 55 | 2014 |
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 | 46 | 2019 |
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 | 45 | 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 | 43 | 2020 |
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 | 41 | 2015 |
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 | 40 | 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 | 40 | 2019 |
Detection and correction of cardiac MRI motion artefacts during reconstruction from k-space I Oksuz, J Clough, B Ruijsink, E Puyol-Antón, A Bustin, G Cruz, C Prieto, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 37 | 2019 |
Isotropic Reconstruction of MR Images using 3D Patch-Based Self-Similarity Learning A Bustin, V Damien, J Menini Anne, Felblinger, C De Chillou, D Burschka, ... IEEE Transactions on Medical Imaging, 2018 | 37 | 2018 |
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 | 36 | 2020 |
Non-rigid respiratory motion estimation of whole-heart coronary MR images using unsupervised deep learning H Qi, N Fuin, G Cruz, J Pan, T Kuestner, A Bustin, RM Botnar, C Prieto IEEE Transactions on Medical Imaging 40 (1), 444-454, 2020 | 35 | 2020 |