Stereotactic body radiotherapy (SBRT) plays a central role in the management of early-stage and oligometastatic lung cancer. Over recent years, there has been significant interest in automating treatment planning through the development of knowledge-based pla...
Author profile
Sarah Mattonen
Department of Medical Biophysics, Western University
Direct Comparison between an Automated Deep Learning KBP Pipeline and Rapidplan In Lung SBRT
Poster Program · Therapy Physics
Impacts of Oropharyngeal Cancer PTV Coverage Prescription Levels on Clinical Outcomes
Definitive radiotherapy for oropharyngeal cancer (OPC) requires adequate PTV coverage, but the optimal degree of target coverage is unknown. Some protocols require a PTVD95≥95% whereas others require PTVD95≥100% of prescription dose. Prescribing higher PTV do...
Poster Program · Therapy Physics
Non-Invasive Prediction of 177 Lu-Dotatate Treatment Response Using 68 Ga-Dotatate PET/CT and Deep Learning
To develop and evaluate a custom convolutional neural network (CNN) using baseline 68Ga-DOTATATE PET/CT imaging to predict disease control following 177Lu-DOTATATE therapy in patients with neuroendocrine tumors (NETs).
Poster Program · Radiopharmaceuticals, Theranostics, and Nuclear Medicine