Projects
Improvement of the image quality for fast Diffusion Tensor Imaging. University of Antwerp
Tensor Based Approaches in Magnetic Resonance Spectroscopic Imaging and Multi-parametric MRI Data Analysis KU Leuven
Accurate characterisation and localization of pathologic tissue types play a key role in diagnosis and treatment planning of brain tumors. Neuroimaging techniques such as magnetic resonance imaging (MRI), magnetic resonance spectroscopic imaging (MRSI), perfusion-weighted imaging (PWI) and diffusion weighted imaging (DWI) are being used to characterize brain tumors and detect full tumor extent. Analysing these data is both time consuming and ...
Intra-scan modulation for accelerated diffusion magnetic resonance imaging. University of Antwerp
Accounting for Complex Structure in Diffusion Weighted Imaging Data using Volume Fraction Representations KU Leuven
The domain of diffusion weighted imaging (DWI) has come a long way since its initial development in the mid-1980s. Over the years, we have gained a better understanding of the accompanying techniques and necessary processing steps involved, furthermore leading to a wealth of new insights in the complex workings of the (human) brain. The introduction of diffusion tensor imaging (DTI) has played a crucial role in thisprocess, as it provided ...
Generalised spherical deconvolution of diffusion MRI data for improved microstructural specificity and higher resolution imaging of white matter. University of Antwerp
Performance-Enhancing Techniques for Tucker Tensor Decompositions in Data Processing KU Leuven
As datasets grow in size, so has their dimensionality in many cases. Numerical data in the form of arrays with 3 or more dimensions, i.e. tensors, are commonly found in hyperspectral imaging, diffusion tensor imaging, simulations, X-ray scans, and so on. Even relational databases can be represented using sparse tensors. As a result of this trend, tensor decompositions were developed to process such multidimensional numerical data. Among ...
Robust quantification of diffusion kurtosis parameters. University of Antwerp
The language connectome: insights from advanced structural and functional imaging techniques KU Leuven
One of the most intriguing aspects of human kind is our unique capacity for rapidly acquiring speech and language in the early years of life. However, disorders in speech and language are among the most common developmental problems in childhood. They can restrict the child from social participation and academic achievement and may lead to a permanent dysfunction. Equally, children’s intellectual and linguistic or communicative skills play an ...