Dev J. Pakshootra

Randomly Wired Neural Networks for IMRT 3D dose prediction in oropharyngeal cancer

Intensity-modulated radiation therapy (IMRT) requires patient-specific three-dimensional dose distributions that maximize target coverage while limiting irradiation of surrounding organs at risk (OARs). Although deep-learning approaches can accelerate dose prediction, commonly used architectures such as U-Nets rely on...