Manon Dausort

Status : PhD Student

Research Topic / Interests : Personnalised Radiotherapy through longitudinal Images, Model optimisation and Organoids. Characterization of tumors by diffusion MRI to find biomarkers of their evolution. There is also a need to provide an improved diagnostic tool (combination with radiography) and a more personalized and precise treatment plan for a better follow-up of the patient and reducing the number of biopsies.

ARIAC Work Package : WP3 - integration of models and AI: theory-guided/physic-guided AI, digital twins, simulated data & reinforcement learning, simulation-based inference, ML for optimization, optimization for ML