title: Maximum-likelihood scintillation detection for EM-CCD based gamma cameras.
abstract: Gamma cameras based on charge-coupled devices (CCDs) coupled to continuous scintillation crystals can combine a good detection efficiency with high spatial resolutions with the aid of advanced scintillation detection algorithms. A previously developed analytical multi-scale algorithm (MSA) models the depth-dependent light distribution but does not take statistics into account. Here we present and validate a novel statistical maximum-likelihood algorithm (MLA) that combines a realistic light distribution model with an experimentally validated statistical model. The MLA was tested for an electron multiplying CCD optically coupled to CsI(Tl) scintillators of different thicknesses. For (99m)Tc imaging, the spatial resolution (for perpendicular and oblique incidence), energy resolution and signal-to-background counts ratio (SBR) obtained with the MLA were compared with those of the MSA. Compared to the MSA, the MLA improves the energy resolution by more than a factor of 1.6 and the SBR is enhanced by more than a factor of 1.3. For oblique incidence (approximately 45°), the depth-of-interaction corrected spatial resolution is improved by a factor of at least 1.1, while for perpendicular incidence the MLA resolution does not consistently differ significantly from the MSA result for all tested scintillator thicknesses. For the thickest scintillator (3 mm, interaction probability 66% at 141 keV) a spatial resolution (perpendicular incidence) of 147 µm full width at half maximum (FWHM) was obtained with an energy resolution of 35.2% FWHM. These results of the MLA were achieved without prior calibration of scintillations as is needed for many statistical scintillation detection algorithms. We conclude that the MLA significantly improves the gamma camera performance compared to the MSA.
authors.affiliation: Department of Radiation, Radionuclides and Reactors, Section of Radiation Detection and Medical Imaging, Applied Sciences, Delft University of Technology, Mekelweg 15, 2629 JB Delft, The Netherlands. M.A.N.Korevaar@TUDelft.nl
authors.forename: Marc A N
authors.initials: MA
authors.lastname: Korevaar
authors.forename: Marlies C
authors.initials: MC
authors.lastname: Goorden
authors.forename: Jan W T
authors.initials: JW
authors.lastname: Heemskerk
authors.forename: Freek J
authors.initials: FJ
authors.lastname: Beekman
mesh_terms: D000465:Algorithms; D004583:Electrons; D015902:Gamma Cameras; D008027:Light; D016013:Likelihood Functions; D016014:Linear Models; D015203:Reproducibility of Results; D012588:Scintillation Counting / Q000295:instrumentation*