title: Direct reconstruction of the source intensity distribution of a clinical linear accelerator using a maximum likelihood expectation maximization algorithm.
abstract: Direct determination of the source intensity distribution of clinical linear accelerators is still a challenging problem for small field beam modeling. Current techniques most often involve special equipment and are difficult to implement in the clinic. In this work we present a maximum-likelihood expectation-maximization (MLEM) approach to the source reconstruction problem utilizing small fields and a simple experimental set-up. The MLEM algorithm iteratively ray-traces photons from the source plane to the exit plane and extracts corrections based on photon fluence profile measurements. The photon fluence profiles were determined by dose profile film measurements in air using a high density thin foil as build-up material and an appropriate point spread function (PSF). The effect of other beam parameters and scatter sources was minimized by using the smallest field size ([Formula: see text] cm(2)). The source occlusion effect was reproduced by estimating the position of the collimating jaws during this process. The method was first benchmarked against simulations for a range of typical accelerator source sizes. The sources were reconstructed with an accuracy better than 0.12 mm in the full width at half maximum (FWHM) to the respective electron sources incident on the target. The estimated jaw positions agreed within 0.2 mm with the expected values. The reconstruction technique was also tested against measurements on a Varian Novalis Tx linear accelerator and compared to a previously commissioned Monte Carlo model. The reconstructed FWHM of the source agreed within 0.03 mm and 0.11 mm to the commissioned electron source in the crossplane and inplane orientations respectively. The impact of the jaw positioning, experimental and PSF uncertainties on the reconstructed source distribution was evaluated with the former presenting the dominant effect.
authors.affiliation: McGill University, Medical Physics Unit and the Research Institute of the McGill University Health Centre, Montreal, QC H3A 0G4, Canada.
authors.forename: P
authors.initials: P
authors.lastname: Papaconstadopoulos
authors.forename: I R
authors.initials: IR
authors.lastname: Levesque
authors.forename: R
authors.initials: R
authors.lastname: Maglieri
authors.forename: J
authors.initials: J
authors.lastname: Seuntjens
mesh_terms: D000465:Algorithms; D004583:Electrons / Q000627:therapeutic use*; D016013:Likelihood Functions; D010315:Particle Accelerators / Q000295:instrumentation*; D017785:Photons / Q000627:therapeutic use*; D011874:Radiometry / Q000379:methods