Research
Our research group specializes in advanced brain medical imaging—particularly PET and MRI—combined with state‑of‑the‑art Machine Learning methods to enable the early detection of neurodegenerative diseases. Our primary focus is on dementias, with a special emphasis on Alzheimer’s disease.
Key research themes
- Multimodal imaging integration (PET + MRI + clinical data)
- Longitudinal disease progression modelling
- Biomarker discovery using machine learning
- Large databases
Technologies and Methods
- Advanced PET signal quantification
- Input function modelling
- Voxel-based modelling
- Network analysis
- Harmonization methods
- Radiomics
