Evaluation of Single-Chip, Real-Time Tomographic Data Processing on FPGA SoC Devices

IEEE Trans Med Imaging. 2018 Nov;37(11):2526-2535. doi: 10.1109/TMI.2018.2837741. Epub 2018 May 17.

Abstract

A novel approach to tomographic data processing has been developed and evaluated using the Jagiellonian positron emission tomography scanner as an example. We propose a system in which there is no need for powerful, local to the scanner processing facility, capable to reconstruct images on the fly. Instead, we introduce a field programmable gate array system-on-chip platform connected directly to data streams coming from the scanner, which can perform event building, filtering, coincidence search, and region-of-response reconstruction by the programmable logic and visualization by the integrated processors. The platform significantly reduces data volume converting raw data to a list-mode representation, while generating visualization on the fly.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Equipment Design
  • Image Interpretation, Computer-Assisted / instrumentation*
  • Image Interpretation, Computer-Assisted / methods
  • Positron-Emission Tomography / instrumentation*
  • Positron-Emission Tomography / methods