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Aurélien Bustin
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2020 – today
- 2021
- [j5]Haikun Qi
, Niccolo Fuin, Gastão Cruz
Non-Rigid Respiratory Motion Estimation of Whole-Heart Coronary MR Images Using Unsupervised Deep Learning. IEEE Trans. Medical Imaging 40(1): 444-454 (2021) - 2020
- [j4]Ilkay Öksüz
Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation. IEEE Trans. Medical Imaging 39(12): 4001-4010 (2020)
2010 – 2019
- 2019
- [j3]Ilkay Öksüz
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning. Medical Image Anal. 55: 136-147 (2019) - [c7]Ilkay Öksüz
Magnetic Resonance Fingerprinting Using Recurrent Neural Networks. ISBI 2019: 1537-1540 - [c6]Ilkay Öksüz, James R. Clough, Bram Ruijsink
Detection and Correction of Cardiac MRI Motion Artefacts During Reconstruction from k-space. MICCAI (4) 2019: 695-703 - [i6]Ilkay Öksüz, James R. Clough, Bram Ruijsink, Esther Puyol-Antón, Aurélien Bustin, Gastão Cruz, Claudia Prieto, Daniel Rueckert, Andrew P. King, Julia A. Schnabel:
Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space. CoRR abs/1906.05695 (2019) - [i5]Ilkay Öksüz, James R. Clough, Bram Ruijsink, Esther Puyol-Antón, Aurélien Bustin, Gastão Cruz, Claudia Prieto, Andrew P. King, Julia A. Schnabel:
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation. CoRR abs/1910.05370 (2019) - 2018
- [j2]Shufang Liu, Aurélien Bustin
A vectorized Levenberg-Marquardt model fitting algorithm for efficient post-processing of cardiac T1 mapping MRI. Comput. Biol. Medicine 96: 106-115 (2018) - [j1]Aurélien Bustin
Isotropic Reconstruction of MR Images Using 3D Patch-Based Self-Similarity Learning. IEEE Trans. Medical Imaging 37(8): 1932-1942 (2018) - [c5]Ilkay Öksüz
Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction. MLMIR@MICCAI 2018: 21-29 - [c4]Ilkay Öksüz
Deep Learning Using K-Space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection. MICCAI (1) 2018: 250-258 - [i4]Ilkay Öksüz, Bram Ruijsink, Esther Puyol-Antón, Aurélien Bustin, Gastão Cruz, Claudia Prieto, Daniel Rueckert, Julia A. Schnabel, Andrew P. King:
Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection. CoRR abs/1808.05130 (2018) - [i3]Ilkay Öksüz, Bram Ruijsink, Esther Puyol-Antón, James R. Clough, Gastão Cruz, Aurélien Bustin, Claudia Prieto, René M. Botnar, Daniel Rueckert, Julia A. Schnabel, Andrew P. King:
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning. CoRR abs/1810.12185 (2018) - [i2]Ilkay Öksüz, Gastão Cruz, James R. Clough, Aurélien Bustin, Nicolo Fuin, René M. Botnar, Claudia Prieto, Andrew P. King, Julia A. Schnabel:
Magnetic Resonance Fingerprinting using Recurrent Neural Networks. CoRR abs/1812.08155 (2018) - 2017
- [b1]Aurélien Bustin:
Advanced Reconstruction Techniques in Free-Breathing Multi-Contrast High-Resolution Cardiac Magnetic Resonance Imaging (Weiterentwickeltes Rekonstruktionsverfahren bei hochauflösenden Multi-Kontrast Kardio-Magnetresonanztomographie bei freier Atmung). Technical University of Munich, Germany, 2017 - [c3]Shufang Liu, Aurélien Bustin
GPU Implementation of Levenberg-Marquardt Optimization for T1 Mapping. CinC 2017 - 2016
- [c2]Aurélien Bustin
Motion Estimated-Compensated Reconstruction with Preserved-Features in Free-Breathing Cardiac MRI. RAMBO+HVSMR@MICCAI 2016: 70-80 - [i1]Aurélien Bustin, Anne Menini, Martin A. Janich, Darius Burschka, Jacques Felblinger, Anja C. S. Brau, Freddy Odille:
Motion Estimated-Compensated Reconstruction with Preserved-Features in Free-Breathing Cardiac MRI. CoRR abs/1611.04655 (2016) - 2015
- [c1]Freddy Odille
Motion-Corrected, Super-Resolution Reconstruction for High-Resolution 3D Cardiac Cine MRI. MICCAI (3) 2015: 435-442
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