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Boris Mailhé
Boris Mailhé
Siemens Healthineers
Geverifieerd e-mailadres voor siemens.com
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The challenge of mapping the human connectome based on diffusion tractography
KH Maier-Hein, PF Neher, JC Houde, MA Côté, E Garyfallidis, J Zhong, ...
Nature communications 8 (1), 1349, 2017
11142017
Learning a probabilistic model for diffeomorphic registration
J Krebs, H Delingette, B Mailhé, N Ayache, T Mansi
IEEE transactions on medical imaging 38 (9), 2165-2176, 2019
2172019
Shift-invariant dictionary learning for sparse representations: extending K-SVD
B Mailhé, S Lesage, R Gribonval, F Bimbot, P Vandergheynst
2008 16th European Signal Processing Conference, 1-5, 2008
1282008
Unsupervised probabilistic deformation modeling for robust diffeomorphic registration
J Krebs, T Mansi, B Mailhé, N Ayache, H Delingette
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018
902018
Tractography-based connectomes are dominated by false-positive connections
KH Maier-Hein, P Neher, JC Houde, MA Côté, E Garyfallidis, J Zhong, ...
BioRxiv, 084137, 2016
722016
INK-SVD: Learning incoherent dictionaries for sparse representations
B Mailhé, D Barchiesi, MD Plumbley
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
712012
AIR-MRF: accelerated iterative reconstruction for magnetic resonance fingerprinting
CC Cline, X Chen, B Mailhe, Q Wang, J Pfeuffer, M Nittka, MA Griswold, ...
Magnetic resonance imaging 41, 29-40, 2017
692017
Learning multimodal dictionaries
G Monaci, P Jost, P Vandergheynst, B Mailhe, S Lesage, R Gribonval
IEEE Transactions on Image Processing 16 (9), 2272-2283, 2007
652007
Image correction using a deep generative machine-learning model
B Mailhe, HE Cetingul, BL Odry, X Chen, MS Nadar
US Patent 10,387,765, 2019
582019
A low complexity orthogonal matching pursuit for sparse signal approximation with shift-invariant dictionaries
B Mailhé, R Gribonval, F Bimbot, P Vandergheynst
2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009
572009
Fast orthogonal sparse approximation algorithms over local dictionaries
B Mailhé, R Gribonval, P Vandergheynst, F Bimbot
Signal Processing 91 (12), 2822-2835, 2011
362011
Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals
B Mailhé, R Gribonval, F Bimbot, M Lemay, P Vandergheynst, JM Vesin
2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009
352009
The challenge of mapping the human connectome based on diffusion tractography. Nat Commun 8: 1349
KH Maier-Hein, PF Neher, JC Houde, MA Côté, E Garyfallidis, J Zhong, ...
332017
Denoising medical images by learning sparse image representations with a deep unfolding approach
K Mentl, B Mailhe, MS Nadar
US Patent 10,685,429, 2020
322020
Image-based tumor phenotyping with machine learning from synthetic data
D Comaniciu, A Kamen, D Liu, B Mailhe, T Mansi
US Patent 10,282,588, 2019
322019
Image quality score using a deep generative machine-learning model
BL Odry, B Mailhe, HE Cetingul, X Chen, MS Nadar
US Patent 10,043,088, 2018
302018
Automated detection and quantification of COVID-19 airspace disease on chest radiographs: a novel approach achieving expert radiologist-level performance using a deep …
EJM Barbosa Jr, WB Gefter, FC Ghesu, S Liu, B Mailhe, A Mansoor, ...
Investigative radiology 56 (8), 471-479, 2021
282021
Image standardization using generative adversarial networks
BL Odry, B Mailhe, MS Nadar, P Ceccaldi
US Patent 10,753,997, 2020
282020
Magnetic resonance image reconstruction with deep reinforcement learning
B Mailhe, BL Odry, X Chen, MS Nadar
US Patent 10,573,031, 2020
282020
High‐resolution dynamic CE‐MRA of the thorax enabled by iterative TWIST reconstruction
J Wetzl, C Forman, BJ Wintersperger, L D'Errico, M Schmidt, B Mailhe, ...
Magnetic resonance in medicine 77 (2), 833-840, 2017
282017
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Artikelen 1–20