Aurélien Bustin

19 papers Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2021 J jnl
Non-Rigid Respiratory Motion Estimation of Whole-Heart Coronary MR Images Using Unsupervised Deep Learning.
IEEE Trans. Medical Imaging
Haikun Qi, Niccolo Fuin, Gastão Cruz, Jiazhen Pan, Thomas Küstner, Aurélien Bustin, René M. Botnar, Claudia Prieto
2020 J jnl
Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation.
IEEE Trans. Medical Imaging
Ilkay Öksüz, James R. Clough, Bram Ruijsink, Esther Puyol-Antón, Aurélien Bustin, Gastão Cruz, Claudia Prieto, Andrew P. King, Julia A. Schnabel
2019 J jnl
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning.
Medical Image Anal.
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
2019 J jnl
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation.
CoRR
Ilkay Öksüz, James R. Clough, Bram Ruijsink, Esther Puyol-Antón, Aurélien Bustin, Gastão Cruz, Claudia Prieto, Andrew P. King, Julia A. Schnabel
2019 J jnl
Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space.
CoRR
Ilkay Öksüz, James R. Clough, Bram Ruijsink, Esther Puyol-Antón, Aurélien Bustin, Gastão Cruz, Claudia Prieto, Daniel Rueckert, Andrew P. King, Julia A. Schnabel
2019 — conf
Detection and Correction of Cardiac MRI Motion Artefacts During Reconstruction from k-space.
MICCAI (4)
Ilkay Öksüz, James R. Clough, Bram Ruijsink, Esther Puyol-Antón, Aurélien Bustin, Gastão Cruz, Claudia Prieto, Daniel Rueckert, Andrew P. King, Julia A. Schnabel
2019 — conf
Magnetic Resonance Fingerprinting Using Recurrent Neural Networks.
ISBI
Ilkay Öksüz, Gastão Cruz, James R. Clough, Aurélien Bustin, Nicolo Fuin, René M. Botnar, Claudia Prieto, Andrew P. King, Julia A. Schnabel
2018 J jnl
A vectorized Levenberg-Marquardt model fitting algorithm for efficient post-processing of cardiac T
Comput. Biol. Medicine
Shufang Liu, Aurélien Bustin, Pauline Ferry, Andrei Codreanu, Darius Burschka, Anne Menini, Freddy Odille
2018 J jnl
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning.
CoRR
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
2018 — conf
Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction.
MLMIR@MICCAI
Ilkay Öksüz, James R. Clough, Aurélien Bustin, Gastão Cruz, Claudia Prieto, René M. Botnar, Daniel Rueckert, Julia A. Schnabel, Andrew P. King
2018 — conf
Deep Learning Using K-Space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection.
MICCAI (1)
Ilkay Öksüz, Bram Ruijsink, Esther Puyol-Antón, Aurélien Bustin, Gastão Cruz, Claudia Prieto, Daniel Rueckert, Julia A. Schnabel, Andrew P. King
2018 J jnl
Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection.
CoRR
Ilkay Öksüz, Bram Ruijsink, Esther Puyol-Antón, Aurélien Bustin, Gastão Cruz, Claudia Prieto, Daniel Rueckert, Julia A. Schnabel, Andrew P. King
2018 J jnl
Isotropic Reconstruction of MR Images Using 3D Patch-Based Self-Similarity Learning.
IEEE Trans. Medical Imaging
Aurélien Bustin, Damien Voilliot, Anne Menini, Jacques Felblinger, Christian de Chillou, Darius Burschka, Laurent Bonnemains, Freddy Odille
2018 J jnl
Magnetic Resonance Fingerprinting using Recurrent Neural Networks.
CoRR
Ilkay Öksüz, Gastão Cruz, James R. Clough, Aurélien Bustin, Nicolo Fuin, René M. Botnar, Claudia Prieto, Andrew P. King, Julia A. Schnabel
2017 — —
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)
Aurélien Bustin
2017 — conf
GPU Implementation of Levenberg-Marquardt Optimization for T1 Mapping.
CinC
Shufang Liu, Aurélien Bustin, Darius Burschka, Anne Menini, Freddy Odille
2016 — conf
Motion Estimated-Compensated Reconstruction with Preserved-Features in Free-Breathing Cardiac MRI.
RAMBO+HVSMR@MICCAI
Aurélien Bustin, Anne Menini, Martin A. Janich, Darius Burschka, Jacques Felblinger, Anja C. S. Brau, Freddy Odille
2016 J jnl
Motion Estimated-Compensated Reconstruction with Preserved-Features in Free-Breathing Cardiac MRI.
CoRR
Aurélien Bustin, Anne Menini, Martin A. Janich, Darius Burschka, Jacques Felblinger, Anja C. S. Brau, Freddy Odille
2015 — conf
Motion-Corrected, Super-Resolution Reconstruction for High-Resolution 3D Cardiac Cine MRI.
MICCAI (3)
Freddy Odille, Aurélien Bustin, Bailiang Chen, Pierre-André Vuissoz, Jacques Felblinger