Medical Imaging for Modeling and Simulation

Modeling and Simulation in Radiotherapy


  • Implementation of automatic image segmentation algorithms 
  • Image-to-image translation for MR-only treatment and adaptive therapy
  • Dosimetric assessment on processed images 
  • Federated learning for Radiotherapy

Advanced Imaging Analysis
  • Radiomics Analysis
  • Patient stratification based on Machine Learning and Deep Learning techniques
  • Knowledge graphs implementation for patient representation

Intraoperative Navigation

Image  Image

  • Development of software and hardware tools for computer assisted diagnosis and therapy
  • Computer vision and Augmented Reality