Aurélien BUSTIN

Professeur Junior

Financements

• 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

Brevets

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

Membres

Aurélien BUSTIN

Financements

Brevets

Publications 49

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

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

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

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

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

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

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

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

Coronary Magnetic Resonance Angiography

T1, T2, and Fat Fraction Cardiac MR Fingerprinting

3D free-breathing cardiac magnetic resonance fingerprinting

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

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

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

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

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

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

Water–fat Dixon cardiac magnetic resonance fingerprinting

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

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

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

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

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

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

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

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

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

Sparsity and locally low rank regularization for MR fingerprinting

One-millimeter isotropic breast diffusion-weighted imaging

Magnetic resonance fingerprinting using recurrent neural networks

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

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

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

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

Correction to

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

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

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

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

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

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

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

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

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

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

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

GPU implementation of levenberg-marquardt optimization for T1 mapping

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

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

Équipe

Electrophysiologie cardiaque

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