Chris McIntosh, PhD

To expedite the diagnosis-to-treatment workflow in radiation oncology, this work evaluates a machine learning approach for generating synthetic radiation therapy (RT) planning images directly from diagnostic computed tomography (CT) images, potentially elimin...

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.