Projects
V-CALSA – Visual Computer-Aided Lung Sound Analysis. University of Antwerp
AI-system for real-time automated polyp detection and characterization during colonoscopy: from initial proof of concept to validation and valorization in routine clinical practice KU Leuven
Model-based image computing for multi-X medical image data. KU Leuven
Multiscale models for the propagation of electrical excitation KU Leuven
Heart rhythm disorders are still incompletely understood and computer modeling is a promising tool to assist diagnosis and computer-aided treatments. However, current computational models that have sufficient detail cannot be evaluated fast enough for inversion or parameter estimation, while reduced models may not be accurate enough. Moreover, uncertainty quantification on the model input and output is required for applications, which ...
GEAR: “Venturing into Future Health Technologies” Vrije Universiteit Brussel
Tech4Health: Venturing into Future Health Technologies Vrije Universiteit Brussel
Piecewise linear technique in support vector machines and applications. KU Leuven
Real-time diagnostics during middle ear surgery through combination of minimally invasive floating mass transducer stimulation and laser-doppler vibrometry measurements. University of Antwerp
Clinical applications of computational cytometry Ghent University
Flow cytometry is an essential technique in the fields of immunology and oncology, allowing insights at the individual cell level at relatively low cost, complementary to genetics and other clinical parameters. Due to recent technological advancements, this field is moving towards more automated analysis approaches. In this research proposal, I will work on two methods to aid researchers using flow cytometry. First, I will develop an ...