Aurélien BUSTIN

Junior Professor

Professional background

Aurelien Bustin is a Junior Professor at the CRCTB in Bordeaux, France and visiting researcher at the CHUV in Lausanne, Switzerland. He obtained his PhD in Computer Science from the Technical University of Munich (TUM) in 2017. At the University of California Los Angeles (UCLA) he developed new mathematical models for accelerated MR and to improve spatial and temporal resolution. This led to an interdisciplinary, translational, and collaborative effort with Johns Hopkins University, the Hospital of Nancy, and GE Global Research. In 2017, he joined the School of Biomedical Engineering and Imaging Sciences at King’s College London (KCL) and St Thomas Hospital, where he worked on the EPSRC program grant “SmartHeart”, which aimed at developing next-generation cardiovascular healthcare and that was based on a collaborative effort between KCL, Siemens Healthcare, Imperial College, Oxford University and Queen Mary University.
His research interests lie at the crossroads of cardiovascular imaging, MR sequence development and image reconstruction, with a strong focus on clinical utility of tissue characterization, late enhancement imaging and coronary MR angiography.

Funding

• SMHEART: ERC Starting Grant from the European Commission (€1.5M, PI).
• SWEATHEART: PRCE from the French National Research Agency (ANR), France (€800K, co-PI).
• MERCATOR: from the Swiss National Foundation (SNF), France (€1M, co-PI).
• Junior Professor Chaire from the French National Research Agency (ANR), France (€200K, PI).
• Postdoctoral Scholarship, HEARTFACT: Y oung researcher grant (JCJC) from the French National Research Agency (ANR), France (€233K, PI).
• Postdoctoral Scholarship, HEARTIFICE: Competitive one-year scholarship in cardiovascular research, Lefoulon-Delalande Foundation, France (€50K, PI).
• Postdoctoral Scholarship, ARTEMIS: One-year scholarship in cardiovascular research, administered by the Bailey Foundation, France (€30K, PI).
• Clinical Fellowship, BHF Clinical Research Training Fellowship, UK (£256K, partner).
• Postdoctoral Scholarship, EPSRC Impact Acceleration Accounts, UK (€60K, co-PI).
• Grant, National Science Foundation, Switzerland ($79K, co-PI).
• PhD fellowship, funded by the Marie Skłodowska-Curie Actions (MSCA) Innovative Training Networks “BERTI” in collaboration with Technical University of Munich & GE

Patents

HD-PROST US11016156B2 25/05/2025
PROST US11079456B2 03/08/2025
Ti-Scout Black blood LGE FR2203766 22/04/2022
Sequence Spot FR2203782 22/04/2022
Imagerie post-traitment FR2300699 25/01/2023
Spot Dixon FR2400744 25/01/2024
Stop T1 Romapping FR2400743 25/01/2024

Publications 49

November 2025 Journal of Clinical Medicine

SPOT-Cardio: Integrated Application for AI-Powered Automated Myocardial Scar Quantification on Joint Bright- and Black-Blood Late Gadolinium Enhancement MRI Images

Authors : Kun He, Edouard Gerbaud, Thaïs Génisson, Victor de Villedon de Naide, Théo Richard, Kalvin Narceau, Mathilde Merle, Maxime Sermesant, Matthias Stuber, Hubert Cochet, Aurélien Bustin
Read more
December 2022 Journal of Cardiovascular Magnetic Resonance

High-resolution non-contrast free-breathing coronary cardiovascular magnetic resonance ngiography for detection of coronary artery disease

Authors : Muhummad Nazir, Aurelien Bustin, Reza Hajhosseiny, Momina F. Yazdani, Matt Ryan, Vittoira Vergani, Radhouene Neji, Karl-Philipp Kunze, Edward Nicol, Pier-Giorgio Masci, Divaka Perera, Sven Plein, Amedeo Chiribiri, Rene Botnar, Claudia Prieto Vasquez
Read more
December 2021 Journal of Cardiovascular Magnetic Resonance

Clinical comparison of sub-mm high-resolution non-contrast coronary CMR angiography against coronary CT angiography in patients with low-intermediate risk of coronary artery disease

Authors : Reza Hajhosseiny, Imran Rashid, Aurélien Bustin, Camila Munoz, Gastao Cruz, Muhummad Sohaib Nazir, Karine Grigoryan, Tevfik F. Ismail, Rebecca Preston, Radhouene Neji, Karl Kunze, Reza Razavi, Amedeo Chiribiri, Pier Giorgio Masci, Ronak Rajani, Claudia Prieto, René M. Botnar
Read more
July 2021 Magnetic Resonance in Medicine

Deep-learning based super-resolution for 3D isotropic coronary MR angiography in less than a minute

Authors : Thomas Kustner, Camila Munoz Escobar, Alina Psenicny, Aurelien Bustin, Niccolo Fuin, Haikun Qi, Radhouene Neji, Karl Kunze, Reza Hajhosseiny, Claudia Prieto Vasquez, Rene Botnar
Read more
April 2021 Magnetic Resonance in Medicine

Quantitative magnetization transfer imaging for non-contrast enhanced detection of myocardial fibrosis

Authors : Karina López, Radhouene Neji, Aurelien Bustin, Imran Rashid, Reza Hajhosseiny, Shaihan J. Malik, Rui Pedro A.G. Teixeira, Reza Razavi, Claudia Prieto, Sébastien Roujol, René M. Botnar
Read more
March 2021 Radiology

High-Spatial-Resolution 3D Whole-Heart MRI T2 Mapping for Assessment of Myocarditis

Authors : Aurélien Bustin, Alina Hua, Giorgia Milotta, Olivier Jaubert, Reza Hajhosseiny, Tevfik F Ismail, René M Botnar, Claudia Prieto
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January 2021 NMR in Biomedicine

Fully self-gated free-running 3D Cartesian cardiac CINE with isotropic whole-heart coverage in less than 2 min

Authors : Thomas Küstner, Aurelien Bustin, Olivier Jaubert, Reza Hajhosseiny, Pier Giorgio Masci, Radhouene Neji, René Botnar, Claudia Prieto
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December 2020 Magnetic Resonance in Medicine

3D whole-heart isotropic-resolution motion-compensated joint T1 /T2 mapping and water/fat imaging

Authors : Giorgia Milotta, Aurelien Bustin, Olivier Jaubert, Radhouene Neji, Claudia Prieto, René M Botnar
Read more
December 2020 JACC. Cardiovascular imaging

Coronary Magnetic Resonance Angiography

Authors : Reza Hajhosseiny, Aurelien Bustin, Camila Munoz, Imran Rashid, Gastao Cruz, Warren J Manning, Claudia Prieto, René M Botnar
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October 2020 Journal of Magnetic Resonance Imaging

T1, T2, and Fat Fraction Cardiac MR Fingerprinting

Authors : Olivier Jaubert, Gastao Cruz, Aurelien Bustin, Reza Hajhosseiny, Sohaib Nazir, Torben Schneider, Peter Koken, Mariya Doneva, Daniel Rueckert, Pier-Giorgio Masci, Rene M Botnar, Claudia Prieto
Read more
October 2020 NMR in Biomedicine

3D free-breathing cardiac magnetic resonance fingerprinting

Authors : Gastão Cruz, Olivier Jaubert, Haikun Qi, Aurélien Bustin, Giorgia Milotta, Torben Schneider, Peter Koken, Mariya Doneva, René M. Botnar, Claudia Prieto
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July 2020 Journal of Cardiovascular Magnetic Resonance

Motion-corrected 3D whole-heart water-fat high-resolution late gadolinium enhancement cardiovascular magnetic resonance imaging

Authors : Camila Munoz, Aurelien Bustin, Radhouene Neji, Karl P Kunze, Christoph Forman, Michaela Schmidt, Reza Hajhosseiny, Pier-Giorgio Masci, Martin Zeilinger, Wolfgang Wuest, René M Botnar, Claudia Prieto
Read more
May 2020 Magnetic resonance imaging

Free-running Cardiac Magnetic Resonance Fingerprinting: Joint T1/T2 map and CINE imaging

Authors : Olivier Francois Jaubert, Gastao Jose Lima da Cruz, Aurelien Bustin, Torben Schneider, Peter Koken, Mariya Doneva, Daniel Rueckert, Rene Michael Botnar, Claudia Prieto Vasquez
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April 2020 PLoS One

Faster 3D saturation-recovery based myocardial T1 mapping using a reduced number of saturation points and denoising

Authors : Giovanna Nordio, Aurelien Bustin, Freddy Odille, Torben Schneider, Markus Henningsson, Claudia Prieto, René M Botnar
Read more
January 2020 Magnetic Resonance in Medicine

Multi-parametric liver tissue characterization using MR fingerprinting: Simultaneous T1, T2, T2*, and fat fraction mapping

Authors : Jaubert, O., Arrieta, C., Cruz, G., Bustin, A., Schneider, T., Georgiopoulos, G., Masci, P.-G., Sing-Long, C., Botnar, R.M., Prieto, C.
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January 2020 Magnetic Resonance in Medicine

Whole-heart T1 mapping using a 2D fat image navigator for respiratory motion compensation

Authors : Giovanna Nordio, Torben Schneider, Gastao Cruz, Teresa Correia, Aurelien Bustin, Claudia Prieto, René M. Botnar, Markus Henningsson
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January 2020 Journal of Cardiovascular Magnetic Resonance

Respiratory motion-compensated high-resolution 3D whole-heart T1ρ mapping

Authors : Qi, H., Bustin, A., Kuestner, T., Hajhosseiny, R., Cruz, G., Kunze, K., Neji, R., Botnar, R.M., Prieto, C.
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January 2020 Magnetic Resonance in Medicine

Water–fat Dixon cardiac magnetic resonance fingerprinting

Authors : Jaubert, O., Cruz, G., Bustin, A., Schneider, T., Lavin, B., Koken, P., Hajhosseiny, R., Doneva, M., Rueckert, D., Botnar, R.M., Prieto, C.
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January 2020 Magnetic Resonance Imaging

A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography

Authors : Fuin, N., Bustin, A., Küstner, T., Oksuz, I., Clough, J., King, A.P., Schnabel, J.A., Botnar, R.M., Prieto, C.
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January 2020 Journal of Cardiovascular Magnetic Resonance

3D whole-heart isotropic sub-millimeter resolution coronary magnetic resonance angiography with non-rigid motion-compensated PROST

Authors : Bustin, A., Rashid, I., Cruz, G., Hajhosseiny, R., Correia, T., Neji, R., Rajani, R., Ismail, T.F., Botnar, R.M., Prieto, C.
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January 2020 Magnetic Resonance in Medicine

3D Whole-heart free-breathing qBOOST-T2 mapping

Authors : Milotta, G., Ginami, G., Bustin, A., Neji, R., Prieto, C., Botnar, R.M.
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January 2020 Magnetic Resonance in Medicine

Accelerated free-breathing whole-heart 3D T2 mapping with high isotropic resolution

Authors : Bustin, A., Milotta, G., Ismail, T.F., Neji, R., Botnar, R.M., Prieto, C.
Read more
January 2020 Magnetic Resonance in Medicine

Isotropic 3D Cartesian single breath-hold CINE MRI with multi-bin patch-based low-rank reconstruction

Authors : Küstner, T., Bustin, A., Jaubert, O., Hajhosseiny, R., Masci, P.G., Neji, R., Botnar, R., Prieto, C.
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November 2019 Magnetic Resonance in Medicine

3D Cartesian Fast Interrupted Steady-State (FISS) Imaging

Authors : Thomas Manuel Christian Kustner, Aurelien Bustin, Olivier Francois Jaubert, Radhouene Neji, Claudia Prieto Vasquez, Rene Michael Botnar
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October 2019 Magnetic Resonance in Medicine

Free-running 3D Whole Heart Myocardial T1 Mapping with Isotropic Spatial Resolution

Authors : Haikun Qi, Olivier Jaubert, Aurelien Bustin, Gastao Cruz, Huijun Chen, René Botnar, Claudia Prieto
Read more
August 2019

Whole-heart T1 mapping using 2D fat image navigator for respiratory motion compensation

Authors : Giovanna Nordio, Torben Schneider, Gastao Jose Lima da Cruz, Teresa Margarida Matias Correia, Aurelien Bustin, Claudia Prieto Vasquez, Rene Michael Botnar, Markus Olof Samuel Henningsson
Read more
July 2019 Medical Image Analysis

Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning

Authors : Ilkay Oksuz, Jacobus Bernardus Ruijsink, Esther Puyol Anton, James Richard Clough, Gastao Jose Lima da Cruz, Aurelien Bustin, Claudia Prieto Vasquez, Rene Michael Botnar, Daniel Rueckert, Julia Anne Schnabel, Andrew Peter King
Read more
June 2019 Magnetic Resonance in Medicine

Sparsity and locally low rank regularization for MR fingerprinting

Authors : Gastão Lima da Cruz, Aurélien Bustin, Oliver Jaubert, Torben Schneider, René M. Botnar, Claudia Prieto
Read more
April 2019 Magnetic Resonance in Medicine

One-millimeter isotropic breast diffusion-weighted imaging

Authors : Maya Delbany, Aurélien Bustin, Julie Poujol, Isabelle Thomassin-Naggara, Jacques Felblinger, Pierre André Vuissoz, Freddy Odille
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April 2019 ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging

Magnetic resonance fingerprinting using recurrent neural networks

Authors : Ilkay Oksuz, Gastao Cruz, James Clough, Aurelien Bustin, Nicolo Fuin, Rene M. Botnar, Claudia Prieto, Andrew P. King, Julia A. Schnabel
Read more
March 2019 Magnetic Resonance in Medicine

High-dimensionality undersampled patch-based reconstruction (HD-PROST) for accelerated multi-contrast MRI

Authors : Aurelien Bustin, Gastao Cruz, Olivier Jaubert, Karina Lopez Gonzalez, René Botnar, Claudia Prieto
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March 2019 Magnetic Resonance in Medicine

Multi-modal synergistic PET and MR reconstruction using mutually weighted quadratic priors

Authors : Abolfazl Mehranian, Martin A. Belzunce, Colm J. McGinnity, Aurelien Bustin, Claudia Prieto Vasquez, Alexander Hammers, Andrew J. Reader
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January 2019 Magnetic Resonance Imaging

Free-running simultaneous myocardial T1/T2 mapping and cine imaging with 3D whole-heart coverage and isotropic spatial resolution

Authors : Qi, H., Bustin, A., Cruz, G., Jaubert, O., Chen, H., Botnar, R.M., Prieto, C.
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January 2019 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Detection and correction of cardiac MRI motion artefacts during reconstruction from k-space

Authors : Oksuz, I., Clough, J., Ruijsink, B., Puyol-Antón, E., Bustin, A., Cruz, G., Prieto, C., Rueckert, D., King, A.P., Schnabel, J.A.
Read more
October 2018 Magma: Magnetic Resonance Materials in Physics, Biology and Medicine

Correction to

Authors : Giovanna Nordio, Aurélien Bustin, Markus Henningsson, Imran Rashid, Amedeo Chiribiri, Tevfik Ismail, Freddy Odille, Claudia Prieto, René Michael Botnar
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September 2018 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Deep learning using K-space based data augmentation for automated cardiac MR motion artefact detection

Authors : Ilkay Oksuz, Bram Ruijsink, Esther Puyol-Antón, Aurelien Bustin, Gastao Cruz, Claudia Prieto, Daniel Rueckert, Julia A. Schnabel, Andrew P. King
Read more
September 2018 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction

Authors : Ilkay Oksuz, James Clough, Aurelien Bustin, Gastao Cruz, Claudia Prieto, Rene Botnar, Daniel Rueckert, Julia A. Schnabel, Andrew P. King
Read more
September 2018 Proceedings of ESMRMB 2013

3D SASHA myocardial T1 mapping with high accuracy and improved precision

Authors : Giovanna Nordio, Aurélien Bustin, Markus Henningsson, Imran Rashid, Amedeo Chiribiri, Tevfik Ismail, Freddy Odille, Claudia Prieto, René Michael Botnar
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July 2018 Magnetic Resonance in Medicine

Five-minute whole-heart coronary MRA with sub-millimeter isotropic resolution, 100% respiratory scan efficiency, and 3D-PROST reconstruction

Authors : Aurélien Bustin, Giulia Ginami, Gastão Cruz, Teresa Correia, Tevfik F. Ismail, Imran Rashid, Radhouene Neji, René M. Botnar, Claudia Prieto
Read more
January 2018 Proceedings of the 5th Meeting of the EUROCMR / SCMR. Barcelona

3S SASHA myocardial T1 mapping with high accuracy and improved precision

Authors : Giovanna Nordio, Aurelien Bustin, Markus Olof Samuel Henningsson, Freddy Odille, Claudia Prieto Vasquez, Rene Michael Botnar
Read more
January 2018 Proceedings of the 5th Meeting of the EUROCMR / SCMR

Four-minute whole-heart coronary MRA with sub-millimeter isotropic resolution and 100% respiratory scan efficiency

Authors : Aurelien Bustin, Radhouene Neji, Giulia Ginami, Tevfik Fehmi Ismail, Imran Rashid, Rene Michael Botnar, Claudia Prieto Vasquez
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January 2018 IEEE Transactions on Medical Imaging

Isotropic Reconstruction of MR Images Using 3D Patch-Based Self-Similarity Learning

Authors : Bustin, A., Voilliot, D., Menini, A., Felblinger, J., De Chillou, C., Burschka, D., Bonnemains, L., Odille, F.
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January 2018 Magnetic Resonance in Medicine

Isotropic 3D cardiac cine MRI allows efficient sparse segmentation strategies based on 3D surface reconstruction

Authors : Odille, F., Bustin, A., Liu, S., Chen, B., Vuissoz, P.-A., Felblinger, J., Bonnemains, L.
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January 2018 Computers in Biology and Medicine

A vectorized Levenberg-Marquardt model fitting algorithm for efficient post-processing of cardiac T1 mapping MRI

Authors : Liu, S., Bustin, A., Ferry, P., Codreanu, A., Burschka, D., Menini, A., Odille, F.
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November 2017

Isotropic 3D image reconstruction using 3D patches-based self- similarity learning

Authors : Aurelien Bustin, Freddy Odille
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January 2017 Journal of Magnetic Resonance Imaging

Impact of denoising on precision and accuracy of saturation-recovery-based myocardial T1 mapping

Authors : Bustin, A., Ferry, P., Codreanu, A., Beaumont, M., Liu, S., Burschka, D., Felblinger, J., Brau, A.C.S., Menini, A., Odille, F.
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January 2017 Computing in Cardiology

GPU implementation of levenberg-marquardt optimization for T1 mapping

Authors : Liu, S., Bustin, A., Burshka, D., Menini, A., Odille, F.
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January 2017 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Motion estimated-compensated reconstruction with preserved-features in free-breathing cardiac MRI

Authors : Bustin, A., Menini, A., Janich, M.A., Burschka, D., Felblinger, J., Brau, A.C.S., Odille, F.
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January 2015 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Motion-corrected, super-resolution reconstruction for high-resolution 3D cardiac cine MRI

Authors : Odille, F., Bustin, A., Chen, B., Vuissoz, P.-A., Felblinger, J.
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