Neural network and spline-based regression for the prediction of salivary hypofunction in patients undergoing radiation therapy.
Journal:
Radiation oncology (London, England)
Published Date:
May 8, 2023
Abstract
BACKGROUND: This study leverages a large retrospective cohort of head and neck cancer patients in order to develop machine learning models to predict radiation induced hyposalivation from dose-volume histograms of the parotid glands.