Prediction of plan adaptation in head and neck cancer proton therapy using clinical, radiographic, and dosimetric features.

There are several dosimetric and clinical features that correlate to re-plans, and NNs trained with these features can be used to predict HN re-plans, which can be used to reduce re-plan rate by improving plan quality.