Aurélien Bustin

Orcid: 0000-0002-2845-8617

According to our database1, Aurélien Bustin authored at least 14 papers between 2015 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2021
Non-Rigid Respiratory Motion Estimation of Whole-Heart Coronary MR Images Using Unsupervised Deep Learning.
IEEE Trans. Medical Imaging, 2021

2020
Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation.
IEEE Trans. Medical Imaging, 2020

2019
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning.
Medical Image Anal., 2019

Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space.
CoRR, 2019

Detection and Correction of Cardiac MRI Motion Artefacts During Reconstruction from k-space.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Magnetic Resonance Fingerprinting Using Recurrent Neural Networks.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Isotropic Reconstruction of MR Images Using 3D Patch-Based Self-Similarity Learning.
IEEE Trans. Medical Imaging, 2018

A vectorized Levenberg-Marquardt model fitting algorithm for efficient post-processing of cardiac T<sub>1</sub> mapping MRI.
Comput. Biol. Medicine, 2018

Deep Learning Using K-Space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2018

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)
PhD thesis, 2017

GPU Implementation of Levenberg-Marquardt Optimization for T1 Mapping.
Proceedings of the Computing in Cardiology, 2017

2016
Motion Estimated-Compensated Reconstruction with Preserved-Features in Free-Breathing Cardiac MRI.
Proceedings of the Reconstruction, Segmentation, and Analysis of Medical Images, 2016

2015
Motion-Corrected, Super-Resolution Reconstruction for High-Resolution 3D Cardiac Cine MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015


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