11–14 May 2026
Valencia Hotel Las Arenas
Europe/Zurich timezone

Multiple Emission Tomography: GPU-Accelerated LM-OSEM Reconstruction for Compton Events

13 May 2026, 15:30
20m
Valencia Hotel Las Arenas

Valencia Hotel Las Arenas

C/ d'Eugènia Viñes, 22, 24, Poblados Marítimos, 46011 Valencia, Spain

Speaker

Matteo Neel Colombo (Universita & INFN, Milano-Bicocca (IT))

Description

The Multiple Emission Tomography (MET) detector is a single-layer ring of scintillator modules, that can work in Compton camera mode on top of the conventional "PET" one. Provided that a fast reconstruction that can exploit its high sensitivity can be developed, it is expected to enable imaging of exotic nuclei with high-energy gamma emissions. In this work, we present a list-mode Ordered Subsets Expectation Maximization (LM-OSEM) extension of the CoReSi Compton camera reconstruction adapted for MET. CoReSi was originally designed for standard two-layer Compton cameras and we extend it to operate on the single-layer geometry. We also replaced the native Maximum Likelihood Expectation Maximization (MLEM) solver with OSEM for faster convergence, and introduce event batching to decouple GPU memory usage from dataset size. Compunding all the improvements introduced enables the reconstruction of one million events in less than 5 minutes on consumer-grade hardware

Track PSMR
Presentation type Oral

Authors

Francesco Pennazio Dr Giulia Terragni (CERN) Luca Presotto (University of Milano Bicocca) Marco Paganoni (Universita & INFN, Milano-Bicocca (IT)) Marco Pizzichemi (Universita Milano-Bicocca (IT) and CERN) Matteo Neel Colombo (Universita & INFN, Milano-Bicocca (IT))

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