title: Toward automatic field selection and planning using Monte Carlo-based direct aperture optimization in modulated electron radiotherapy.
abstract: Modulated electron radiotherapy (MERT) has been proven to produce optimal plans for shallow tumors. This study investigates automated approaches to the field determination process in generating optimal MERT plans for few-leaf electron collimator (FLEC)-based MERT, by generating a large database of pre-calculated beamlets stored as phase-space files. Beamlets can be used in an overlapping feathered pattern to reduce the effect of abutting fields, which can contribute to dose inhomogeneities within the target. Beamlet dose calculation was performed by Monte Carlo (MC) simulations prior to direct aperture optimization (DAO). The second part of the study examines a preliminary clinical comparison between FLEC-based MERT and helical TomoTherapy. A MERT plan for spinal irradiation was not able to conform to the PTV dose constraints as closely as the TomoTherapy plan, although the TomoTherapy plan was taken as is, i.e. not Monte Carlo re-calculated. Despite the remaining gradients in the PTV, the MERT plan was superior in reducing the low-dose bath typical of TomoTherapy plans. In conclusion, the FLEC-based MERT planning techniques developed within the study produced promising MERT plans with minimal user input. The phase-space database reduces the MC calculation time and the feathered field pattern improves target homogeneity. With further investigations, FLEC-based MERT will find an important niche in clinical radiation therapy.
authors.affiliation: McGill Medical Physics Unit, Montreal General Hospital, Montreal, QC, Canada. andrew.alexander@mail.mcgill.ca
authors.forename: Andrew
authors.initials: A
authors.lastname: Alexander
authors.forename: François
authors.initials: F
authors.lastname: DeBlois
authors.forename: Jan
authors.initials: J
authors.lastname: Seuntjens
mesh_terms: D000465:Algorithms; D001331:Automation; D004307:Dose-Response Relationship, Radiation; D004583:Electrons; D006801:Humans; D015233:Models, Statistical; D009010:Monte Carlo Method; D011878:Radiotherapy / Q000379:methods*; D011879:Radiotherapy Dosage; D011880:Radiotherapy Planning, Computer-Assisted / Q000379:methods*; D020266:Radiotherapy, Conformal / Q000379:methods; D050397:Radiotherapy, Intensity-Modulated / Q000379:methods*; D015203:Reproducibility of Results; D012984:Software