I obtained my PhD in 2017 at Utrecht University (UMC Utrecht) with a thesis entitled Machine learning based analysis of cardiovascular images. After postdocs in the quantitative image analysis group at UMC Utrecht and Amsterdam UMC, I started as an assistant professor in the Mathematics of Imaging & AI (MIA) group in Twente in March 2020. My research interests are in machine learning for medical image analysis, in particular generative models and geometric deep learning approaches.
I have received a VENI from NWO TTW (2020) to work on Machine learning-based prediction of abdominal aortic aneurysm growth and rupture.
You can read an interview about me and my work on our 'Featured Scientists' website:
Expertise
Medicine and Dentistry
- Learning
- Patient
- Coronary Artery
- Computed Tomography Angiography
- Isotopes of Calcium
Biochemistry, Genetics and Molecular Biology
- Calcium
Computer Science
- Segmentation
- Deep Learning
Organisations
Publications
2024
Research profiles
Courses academic year 2024/2025
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
- 191211208 - Internship EE
- 191508209 - Internship AM
- 191508309 - Final Project (combination)
- 191508409 - Final Project M-AM
- 193640999 - Internship BME
- 201900223 - Capita Selecta Electrical Engineering
- 202100107 - Deep Learning for Medical Image Analysis
- 202300130 - Capita Selecta Applied Mathematics
- 202300235 - Internship TM/BME
- 202400471 - Introduction Programming
- 202400669 - Capita Selecta Applied Mathematics 2
Courses academic year 2023/2024
- 191211208 - Internship EE
- 191508209 - Internship AM
- 191508309 - Final Project (combination)
- 191508409 - Final Project M-AM
- 193640999 - Internship BME
- 200900030 - Research of Math
- 201900223 - Capita Selecta Electrical Engineering
- 202100107 - Deep Learning for Medical Image Analysis
- 202200269 - M2 Pathophysiology
- 202200398 - Internship AM-CS
- 202300130 - Capita Selecta Applied Mathematics
- 202300286 - M3 Regelsystemen in de mens
Address
University of Twente
Zilverling (building no. 11), room 2063
Hallenweg 19
7522 NH Enschede
Netherlands
University of Twente
Zilverling 2063
P.O. Box 217
7500 AE Enschede
Netherlands
Organisations
Download vCard