Elisabeth Weiss, MD

We developed an efficient mathematical representation of achievable Pareto optimal OAR dose sparing objectives for lung cancer RT planning. We further incorporated these preferences in a RT planning model for individualized RT dose prediction tailored to pati...

Stereotactic Body Radiation Therapy (SBRT) of the lung can cause large deformations which make accurate dose accumulation for retreatment challenging. This study investigates the effect of different deformable image registration (DIR) methods on dose error.

The purpose of this study is to improve the performance of diffusion-based neural networks by conditioning using representations from pre-trained models. Conditioning with a 3D encoder enforces volumetric consistency across slice-wise 2D predictions, while co...