Aly Khalifa

Xerostomia is a common toxicity after radical head and neck cancer (HNC) radiotherapy (RT), causing long-term quality-of-life impairment. Although salivary function may recover, dose–response relationships governing long-term recovery remain unclear. This stu...

To develop a 3D unified deep learning model for predicting dose distribution of various sites and protocols by conditioning the model using text-embedding representation for each protocol.

Artificial intelligence is increasingly being introduced into radiation therapy workflows, yet the path from procurement to clinical integration remains challenging. Formal guidance for clinical AI implementation is emerging but lags vendor introduction of th...