Development of a neurovascular coupling biomarker for cognitive impairment in multiple sclerosis by a novel multimodal data fusion framework Vrije Universiteit Brussel
impairment in multiple sclerosis by a novel multimodal data fusion
framework
This project aims at the integration of in situ and remote sensing data of water quality parameters in order to make improved maps. These maps can be used to make decisions with respect to water management.
Transport of fluids containing dissolved components influences the original properties of pore networks. It is essential to monitor simultaneously the petrophysical characteristics of natural stone as well as their fluid migration, allowing to study their mutual influence. Besides data fusion, non-destructive techniques should be used, enabling simultaneous research on the interaction of both petrophysical properties and fluid migration.
Biological processes are very complex in nature and analyzing them in the light of only one data source excludes important complementary information out of the study. Single-cell multi-omics, and more recently spatially resolved multi-omics technologies provide a multi-facetted view of cell identity, tissue microarchitecture, cellular communication and pathophysiology. The aim of this project is to develop novel methods that leverage ...
This research focused on the development and evaluation of methods to study stress-related physiology using wearable sensors in two populations: individuals with major depressive disorder (MDD) and depressive symptoms, and adolescents with autism spectrum disorder (ASD). The research employed electrodermal activity (EDA), skin temperature (ST), and heart rate (HR) measured through electrocardiography (ECG) and photoplethysmography (PPG). Two ...
With the growth of sensing devices such as RGB cameras and LiDAR sensors, 3D image processing on multi-modality sensing data serves as an essential foundation for autonomous driving. These sensing devices and corresponding computer vision algorithms are necessary for a self-driving car to observe the surrounding environment and act accordingly. By virtue of the recent development of neural networks, sensing technologies, such as denoising, ...