2 papers
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…