Radiation therapy is a complex process involving multiple professionals and steps from
simulation to treatment planning to delivery, and these procedures are prone to error …

The recent explosion in machine learning efforts in the quality assurance (QA) space has
produced a variety of proofs‐of‐concept many with promising results. Expected outcomes of …

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 …

A therapeutic medical physicist is responsible for reviewing radiation therapy treatment
plans and patient charts, including initial treatment plans and new chart review, on treatment …

Purpose Automation and computer assistance can support quality assurance tasks in
radiotherapy. Retrospective image review requires significant human resources, and …

Purpose Artificial intelligence applications in radiation oncology have been the focus of
study in the last decade. The introduction of automated and intelligent solutions for routine …

Purpose: To develop an integrated quality assurance (QA) software tool for online
replanning capable of efficiently and automatically checking radiation treatment (RT) …

Purpose The current process for radiotherapy treatment plan quality assurance relies on
human inspection of treatment plans, which is time‐consuming, error prone and oft reliant on …

Purpose Physics chart check has long been a central quality assurance (QC) measure in
radiation oncology. The purpose of this work is to describe a software tool that aims to …

Background This study utilizes interviews of clinical medical physicists to investigate self‐
reported shortcomings of the current weekly chart check workflow and opportunities for …