title: Treatment plan complexity metrics for predicting IMRT pre-treatment quality assurance results.
abstract: The planning of IMRT treatments requires a compromise between dose conformity (complexity) and deliverability. This study investigates established and novel treatment complexity metrics for 122 IMRT beams from prostate treatment plans. The Treatment and Dose Assessor software was used to extract the necessary data from exported treatment plan files and calculate the metrics. For most of the metrics, there was strong overlap between the calculated values for plans that passed and failed their quality assurance (QA) tests. However, statistically significant variation between plans that passed and failed QA measurements was found for the established modulation index and for a novel metric describing the proportion of small apertures in each beam. The 'small aperture score' provided threshold values which successfully distinguished deliverable treatment plans from plans that did not pass QA, with a low false negative rate.
authors.affiliation: Science and Engineering Faculty, Queensland University of Technology, Brisbane, QLD, Australia, sb.crowe@gmail.com.
authors.forename: S B
authors.initials: SB
authors.lastname: Crowe
authors.forename: T
authors.initials: T
authors.lastname: Kairn
authors.forename: J
authors.initials: J
authors.lastname: Kenny
authors.forename: R T
authors.initials: RT
authors.lastname: Knight
authors.forename: B
authors.initials: B
authors.lastname: Hill
authors.forename: C M
authors.initials: CM
authors.lastname: Langton
authors.forename: J V
authors.initials: JV
authors.lastname: Trapp
mesh_terms: D006801:Humans; D011785:Quality Assurance, Health Care / Q000592:standards*; D011880:Radiotherapy Planning, Computer-Assisted / Q000592:standards*; D050397:Radiotherapy, Intensity-Modulated / Q000592:standards*