Rafe McBeth

Operating a treatment planning system using a deep‐reinforcement learning‐based virtual treatment planner for prostate cancer intensity‐modulated radiation therapy treatment planning

Chenyang Shen, Dan Nguyen, Liyuan Chen et al. · Medical Physics · 2020 · 91 citations · Full text

Incorporating human and learned domain knowledge into training deep neural networks: A differentiable dose‐volume histogram and adversarial inspired framework for generating Pareto optimal dose distributions in radiation therapy

Dan Nguyen, Rafe McBeth, Azar Sadeghnejad Barkousaraie et al. · Medical Physics · 2019 · 75 citations · Full text

A comparison of Monte Carlo dropout and bootstrap aggregation on the performance and uncertainty estimation in radiation therapy dose prediction with deep learning neural networks

Dan Nguyen, Azar Sadeghnejad Barkousaraie, Gyanendra Bohara et al. · Physics in Medicine and Biology · 2021 · 49 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Neutron yields and effective doses produced by Galactic Cosmic Ray interactions in shielded environments in space

L. Heilbronn, Thomas B. Borak, Lawrence W. Townsend et al. · Life Sciences in Space Research · 2015 · 43 citations

Cosmic Abundance, Neutron Yields, Engineering +11

Quality factors for space radiation: A new approach

Thomas B. Borak, L. Heilbronn, Lawrence W. Townsend et al. · Life Sciences in Space Research · 2014 · 24 citations · Full text

Quality Factors, Radiation Physics, Radiation Exposure +22