Martin B. van Gijzen

Computer Science · Physical Sciences

19h-index1.6kcitations123works0.02yr avg
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Research Topics

Matrix Theory and Algorithms(69), Advanced Numerical Methods in Computational Mathematics(49), Electromagnetic Scattering and Analysis(46), Numerical methods in engineering(16), Advanced MRI Techniques and Applications(12)

Publications123 total

Multi-stage PDE-based image processing techniques for noisy MRI scans
arXiv (Cornell University)·2025Open Access
On-site construction of a point-of-care low-field MRI system in Africa
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Sequence optimisation mitigating undersampling errors in Magnetic Resonance Fingerprinting
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2023
On‐site construction of a point‐of‐care low‐field MRI system in Africa
NMR in Biomedicine·2023· 36 citedOpen Access
Numerical Methods for Ordinary Differential Equations
2023· 70 citedOpen Access
Parareal Method for Anisotropic Diffusion Denoising
Lecture notes in computer science·2023
Mitigating undersampling errors in MR fingerprinting by sequence optimization
Magnetic Resonance in Medicine·2022· 17 citedOpen Access
Deep learning-based single image super-resolution for low-field MR brain images
Scientific Reports·2022· 78 citedOpen Access
Deflated preconditioned Conjugate Gradient methods for noise filtering of low-field MR images
Journal of Computational and Applied Mathematics·2021· 4 citedOpen Access
A Dictionary Learning Approach for Joint Reconstruction and Denoising in Low Field Magnetic Resonance Imaging
Research Repository (Delft University of Technology)·2021· 1 cited
A survey on deep learning in medical image reconstruction
Intelligent Medicine·2021· 135 citedOpen Access
Preconditioning Navier–Stokes control using multilevel sequentially semiseparable matrix computations
Numerical Linear Algebra with Applications·2020· 2 citedOpen Access
The embodiment of low-field MRI for the diagnosis of infant hydrocephalus in Uganda
2020· 6 cited
Low-field magnetic resonance imaging using multiplicative regularization
Magnetic Resonance Imaging·2020· 5 citedOpen Access
Approximating Eigenvectors with Fixed-Point Arithmetic: A Step Towards Secure Spectral Clustering
Lecture notes in computational science and engineering·2020
Deflated Preconditioned Conjugate Gradients for Nonlinear Diffusion Image Enhancement
Lecture notes in computational science and engineering·2020· 3 cited
CG Variants for General-Form Regularization with an Application to Low-Field MRI
Lecture notes in computational science and engineering·2020Open Access
Adaptive-size dictionary learning using information theoretic criteria for image reconstruction from undersampled k-space data in low field magnetic resonance imaging
BMC Medical Imaging·2020· 10 citedOpen Access
A Dictionary Learning Approach for Noise-Robust Image Reconstruction in Low-Field Magnetic Resonance Imaging
Data Archiving and Networked Services (DANS)·2020· 4 citedOpen Access
Description of a low-field MRI scanner based on permanent magnets
Data Archiving and Networked Services (DANS)·2020· 2 citedOpen Access
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Frequent Co-authors

Gérard L. G. Sleijpen(8), C. Vuik(6), P. Sonneveld(5), Johnes Obungoloch(4), Manuel Baumann(4), Thomas O’Reilly(3), A. Scarpas(3), Emmanuel Ahishakiye(2), Julius Tumwiine(2), Jan Barkmeijer(2), M. L. de Leeuw den Bouter(2), Rob Remis(2), Andrew Webb(2), Ivan Muhumuza(2), Jasper van den Eshof(2), T.B. Jönsthövel(2), Jens‐Peter M. Zemke(2), Paul van Walree(2), Yue Qiu(2), T.P. Collignon(2)