3 papers
physics.med-ph2025
Review: Adaptive Radiation Therapy for Head and Neck Cancer
Lucas McCullum, Sonali J. Joshi, Brandon M. Godinich +13
The future of ART in head and neck cancer is just beginning. Novel technologies have pushed the boundary of what is possible in terms of techniques to identify biomarkers for adapt…
physics.med-ph2023
Comparison of deep-learning data fusion strategies in mandibular osteoradionecrosis prediction modelling using clinical variables and radiation dose distribution volumes
Laia Humbert-Vidan, Vinod Patel, Andrew P King +1
Purpose. NTCP modelling is rapidly embracing DL methods as the need to include spatial dose information is acknowledged. Finding the most appropriate way of combining radiation dos…
physics.med-ph2021
Prediction of mandibular ORN incidence from 3D radiation dose distribution maps using deep learning
Laia Humbert-Vidan, Vinod Patel, Robin Andlauer +2
Background. Absorbed radiation dose to the mandible is an important risk factor in the development of mandibular osteoradionecrosis (ORN) in head and neck cancer (HNC) patients tre…