Publications

Harmonization of diffusion MRI datasets with adaptive dictionary learning. Human Brain Mapping, 2020.

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Automated characterization of noise distributions in diffusion MRI data. Medical Image Analysis, 2020.

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Restoration and characterization of diffusion MRI data. PhD Thesis, 2020.

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Harmonization of diffusion MRI datasets using automated feature extraction from multiple scanners. ISMRM Benelux, 2020.

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Automated feature extraction across scanners for harmonization of diffusion MRI datasets. ISMRM 2020, 2020.

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Reducing variability in along-tract analysis with diffusion profile realignment. NeuroImage, 2019.

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Code for 'Harmonization of diffusion MRI datasets with adaptive dictionary learning'. Github, 2019.

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Cross-scanner and cross-protocol diffusion MRI data harmonisation: A benchmark database and evaluation of algorithms. NeuroImage, 2019.

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Code for 'Automated characterization of noise distributions in diffusion MRI data'. Github, 2019.

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A separable least squares approach for intravoxel incoherent motion (IVIM) MRI. ISMRM Benelux, 2019.

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Automatic, Fast and Robust Characterization of Noise Distributions for Diffusion MRI. Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, 2018.

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Obtaining representative core streamlines for white matter tractometry of the human brain. Computational Diffusion MRI, 2018.

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Investigating noise distribution changes after motion correction and its effects on subsequent diffusion MRI processing. International Symposium on Magnetic Resonance in Medicine (ISMRM'18), 2018.

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Datasets for 'Reducing variability in along-tract analysis with diffusion profile realignment'. Zenodo, 2018.

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Datasets for 'Automated characterization of noise distributions in diffusion MRI data'. Zenodo, 2018.

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Cross-vendor and Cross-protocol harmonisation of diffusion MRI data: a comparative study. ISMRM 2018: 26th Annual Meeting of the International Society for Magnetic Resonance in Medicine, 2018.

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The challenge of mapping the human connectome based on diffusion tractography. Nature Communications, 2017.

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[RE] Optimization of a free water elimination two-compartment model for diffusion tensor imaging. ReScience, 2017.

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Combined upsampling and denoising for diffusion MRI data. ISMRM Benelux 2017, 2017.

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A unified framework for upsampling and denoising of diffusion MRI data. 25th Annual Meeting of ISMRM, 2017.

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Denoising diffusion MRI data using a path algorithm strategy. ISMRM workshop : Breaking the barriers of diffusion MRI, 2016.

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Denoised diffusion spectrum imaging of white matter tracts in the brain stem. International Symposium on Magnetic Resonance in Medicine (ISMRM'16), 2016.

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Correcting spatial misalignment between fiber bundles segments for along-tract group analysis. International Symposium on Magnetic Resonance in Medicine (ISMRM'16), 2016.

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A fast FFT based algorithm for spatial misalignment correction in along-tract group analysis. International Symposium on Magnetic Resonance in Medicine (ISMRM) Benelux, 2016.

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Sparse Reconstruction Challenge for diffusion MRI: Validation on a physical phantom to determine which acquisition scheme and analysis method to use?. Medical Image Analysis, 2015.

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Connectome-like quality diffusion MRI in 13 minutes - Improving diffusion MRI spatial resolution with denoising. International Symposium on Magnetic Resonance in Medicine (ISMRM'15), 2015.

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Spherical Deconvolution on single shell and multishell combined with denoising. MICCAI Computational Diffusion MRI workshop challenge, 2014.

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Non Local Spatial and Angular Matching : a new denoising technique for diffusion MRI. International Symposium on Magnetic Resonance in Medicine (ISMRM'14), 2014.

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Cartesian 3D-SHORE with Laplacian Regularization. MICCAI Computational Diffusion MRI workshop challenge, 2014.

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Particle Swarm Optimization in Multi-Tensor Imaging. ISBI HARDI reconstruction challenge 2013, 2013.

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Deconvolution enhanced Generalized Q-Sampling 2 and DSI deconvolution. ISBI HARDI reconstruction challenge 2013, 2013.

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Constrained spherical deconvolution on signal and ODF values. HARDI Reconstruction Challenge, International Symposium on Biomedical Imaging, 2013.

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