Radiotherapy treatment planning of complex radiotherapy techniques, such as intensity
modulated radiotherapy and volumetric modulated arc therapy, is a resource-intensive …

Radiotherapy (radiation therapy) is one of the main treatments for cancer. The aim is to
deliver a prescribed radiation dose to the tumor, while keeping the unavoidable dose to the …

Purpose: To develop a novel algorithm that incorporates prior treatment knowledge into
intensity modulated radiation therapy optimization to facilitate automatic treatment planning …

Treatment planning in radiation therapy has progressed enormously over the past several
decades. Such advancements came in the form of innovative hardware and algorithms …

We developed and evaluated a novel inverse optimization (IO) model to estimate objective
function weights from clinical dose-volume histograms (DVHs). These weights were used to …

The present disclosure relates to systems, methods, and computer-readable storage devices
for radiotherapy treatment planning. For example, a method may generate a treatment plan …

Adaptive radiation therapy (ART) can reduce normal tissue toxicity and/or improve tumor
control through treatment adaptations based on the current patient anatomy. Developing an …

High dose rate (HDR) brachytherapy planning usually involves an iterative process of
refining planning objectives until a clinically acceptable plan is produced. The purpose of …

Systems and methods can include a method for training a deep convolutional neural
network to provide a patient radiation treatment plan, the method comprising collecting …

The presented study deals with the scalarization techniques for solving multiobjective
optimization problems. The Pascoletti–Serafini scalarization technique is considered, and it …