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

Recent advancements in artificial intelligence (AI) in the domain of radiation therapy (RT)
and their integration into modern software-based systems raise new challenges to the …

Purpose/objectives SBRT is used to treat oligometastatic or unresectable primary abdominal
malignancies, although ablative dose delivery is limited by proximity of organs-at-risk (OAR) …

Purpose Stereotactic body radiation therapy (SBRT) is an effective treatment for
oligometastatic or unresectable primary malignancies, although target proximity to organs at …

Radiation therapy to the prostate involves increasingly sophisticated delivery techniques
and changing fractionation schedules. With a low estimated α/β ratio, a larger dose per …

Background While the review of radiotherapy treatment plans and charts by a medical
physicist is a key component of safe, high‐quality care, very few specific recommendations …

Purpose: More and more automatic segmentation tools are being introduced in routine
clinical practice. However, physicians need to spend a considerable amount of time in …

Background Contouring error is one of the top failure modes in radiation treatment. Multiple
efforts have been made to develop tools to automatically detect segmentation errors. Deep …

Objective. The output of a deep learning (DL) auto-segmentation application should be
reviewed, corrected if needed and approved before being used clinically. This verification …

Objective Deploying an automatic segmentation model in practice should require rigorous
quality assurance (QA) and continuous monitoring of the model's use and performance …