28 May 2022 to 1 June 2022
La Biodola, Isola d'Elba
Europe/Rome timezone

Screen 07 - Monte Carlo evaluation of a total-body rat preclinical scanner based on AI-enhanced BGO detectors.

30 May 2022, 16:15
1h 15m
Board: 7
Poster Total Body PET clinical systems and applications Poster session

Speaker

Dr Luigi Masturzo (Istituto Nazionale di Fisica Nucleare)

Description

This work presents the Monte Carlo characterization of a total-body rat preclinical scanner obtained through experimental detectors characterization and simulated phantom
acquisitions. The proposed scanner scanner has a 112.8 mm inner diameter and 357 mm axial FOV which is able to cover the whole rat body. The scanner architecture consists of 7 rings each of which has 8 BGO detectors. Each detector consists of a 51×51×12 mm3 BGO crystal read by 6 mm SiPMs by Hamamatsu. Recent works have shown that BGO performance can be enhanced with the use of AI algorithms. In the simulation pipeline, several parameters obtained through experimental detectors characterization have been included. Among these are the detector spatial resolution of 1.1 FWHM (x,y) and 1.8 mm FWHM(DOI), an energy resolution of 20.2 % and a temporal resolution of 300 ps. NEMA NU4-2008 image quality phantoms have been simulated. The image quality results are reported in terms of noise, recovery coefficient (RC) and spill-over ratio (SOR) while the performance in terms of spatial resolution have been investigated using a Derenzo phantom. The histogram-mode data were reconstructed by using ordered-subset-expectation-maximization (OSEM) algorithm.

Primary authors

Dr Giancarlo Sportelli (Department of Physics "E.Fermi", University of Pisa, Pisa, Italy) Dr Luigi Masturzo (Istituto Nazionale di Fisica Nucleare) Matteo Morrocchi (Department of Physics "E.Fermi", University of Pisa, Pisa, Italy) Dr Nicola Belcari (Department of Physics "E.Fermi", University of Pisa, Pisa, Italy) Pietro Carra (National Institute of Nuclear Physics (INFN), Pisa Section, Pisa, Italy)

Presentation materials