Monte Carlo simulations guided by artificial intelligence for medical physics and nuclear medicine. Study of GANs to model phase spaces.
Funded PhD position (IADoc@UDL program) : Federated machine learning for healthcare applications based on medical imaging
Investigating parametric digital PET imaging in theranostic. Application to personalized 177Lu-based cancer treatments
PhD. Dosimetry for 177Lu treatments in internal radiotherapy based on imaging and Monte Carlo simulations
Regional pulmonary function measured by automated analysis of CT images for predictive phenotyping in COPD
Structural and kinematic analysis of the arterial wall in ultrasound image sequences using deep learning