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

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....

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Veröffentlicht in:IEEE transactions on medical imaging 2018-11, Vol.37 (11), p.2526-2535
Hauptverfasser: Korcyl, G., Hiesmayr, B. C., Jasinska, B., Kacprzak, K., Kajetanowicz, M., Kisielewska, D., Kowalski, P., Kozik, T., Krawczyk, N., Krzemien, W., Kubicz, E., Bialas, P., Mohammed, M., Niedzwiecki, Sz, Pawlik-Niedzwiecka, M., Palka, M., Raczynski, L., Rajda, P., Rudy, Z., Salabura, P., Sharma, N. G., Sharma, S., Curceanu, C., Shopa, R. Y., Skurzok, M., Silarski, M., Strzempek, P., Wieczorek, A., Wislicki, W., Zaleski, R., Zgardzinska, B., Zielinski, M., Moskal, P., Czerwinski, E., Dulski, K., Flak, B., Gajos, A., Glowacz, B., Gorgol, M.
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Sprache:eng
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Zusammenfassung: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.
ISSN:0278-0062
1558-254X
DOI:10.1109/TMI.2018.2837741