In close collaboration with radiation oncologists, we are exploring the contribution of radiomics in the context of the planning and follow-up of patients treated by radiotherapy and proton therapy. In particular, we are trying to predict the occurrence of recurrence, and their location, so as to be able to modify the treatment plans to avoid them or reduce their probability of occurrence.
People involved: Arnaud Beddok (MD, PhD student in Sciences), Valentin Calugaru, Gilles Créhange, Irène Buvat
Publications :
- Beddok A, Orlhac F, Calugaru V, Champion L, Ala Eddine C, Nioche C, Crehange G, Buvat I. [18F]-FDG PET and MRI radiomic signatures to predict the risk and the location of tumor recurrence after re-irradiation in head and neck cancer. Eur J Nucl Med Mol Imaging, 50(2):559-571, 2023. DOI: 10.1007/s00259-022-06000-7