Traditionally, optimization of radiation therapy (RT) treatment plans has been done before
the initiation of RT course, using population-wide estimates for patients' response to therapy …

In radiotherapy, uncertainties in tumor radioresistance and its progression can degrade the
efficacy of deterministic treatments. While a robust methodology can overcome this, it often …

Intensity modulated radiation therapy (IMRT) is a widely used cancer treatment technique
designed to target malignant cells. To enhance its effectiveness on tumors and reduce side …

Computational epidemiology has improved significantly through a multidisciplinary
approach that combines high-quality data with techniques from statistical physics, nonlinear …

We study topics related to both multistage stochastic programming (MSP) and deep learning-
based time series forecasts. In terms of MSP, we study the cases where the stochastic …

Radiation therapy is one of the main treatment modalities for various different cancer types.
One of the core components of personalized treatment planning is the inclusion of patient …