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Author profile
Peng Dong, PhD
Department of Radiation Oncology, Stanford University
An Ultra-Fast Dose Calculation Algorithm with Transformer Neural Networks: Model Fine-Tuning and Validation
Fast and accurate dose calculation is a key requirement for real-time adaptive radiotherapy, particularly for emerging image-guided radiation therapy systems. Monte Carlo methods and existing treatment planning system (TPS) algorithms do not achieve the compu...
Poster Program · Therapy Physics
Implementation of an Automated Field-In-Field Optimization Algorithm within Eclipse Scripting API Using K-Means Clustering and Linear Programming
To develop and validate a fully automated, cost-effective Field-in-Field (FiF) planning script within the Varian Eclipse Scripting API (ESAPI) environment. The project aims to improve the plan quality and efficiency for breast radiotherapy by leveraging Eclip...
Poster Program · Therapy Physics