Title :
Real-Time Imaging System for the OpenPET
Author :
Tashima, Hideaki ; Yoshida, Eiji ; Kinouchi, Shoko ; Nishikido, Fumihiko ; Inadama, Naoko ; Murayama, Hideo ; Suga, Mikio ; Haneishi, Hideaki ; Yamaya, Taiga
Author_Institution :
Nat. Inst. of Radiol. Sci., Chiba, Japan
Abstract :
The OpenPET and its real-time imaging capability have great potential for real-time tumor tracking in medical procedures such as biopsy and radiation therapy. For the real-time imaging system, we intend to use the one-pass list-mode dynamic row-action maximum likelihood algorithm (DRAMA) and implement it using general-purpose computing on graphics processing units (GPGPU) techniques. However, it is difficult to make consistent reconstructions in real-time because the amount of list-mode data acquired in PET scans may be large depending on the level of radioactivity, and the reconstruction speed depends on the amount of the list-mode data. In this study, we developed a system to control the data used in the reconstruction step while retaining quantitative performance. In the proposed system, the data transfer control system limits the event counts to be used in the reconstruction step according to the reconstruction speed, and the reconstructed images are properly intensified by using the ratio of the used counts to the total counts. We implemented the system on a small OpenPET prototype system and evaluated the performance in terms of the real-time tracking ability by displaying reconstructed images in which the intensity was compensated. The intensity of the displayed images correlated properly with the original count rate and a frame rate of 2 frames per second was achieved with average delay time of 2.1 s.
Keywords :
computerised instrumentation; data handling; graphics processing units; image reconstruction; maximum likelihood estimation; medical image processing; parallel processing; positron emission tomography; Dynamic Row Action Maximum Likelihood Algorithm; GPGPU techniques; PET scans; biopsy; data transfer control system; event counts; general purpose computing; graphics processing units; list mode data; medical procedures; one pass list mode DRAMA; radiation therapy; real time imaging system; real time tumor tracking; reconstructed images; reconstruction speed; small OpenPET prototype system; Data acquisition; Delay; Image reconstruction; Imaging; Prototypes; Real time systems; Tumors; Image reconstruction; positron emission tomography; real-time tumor tracking; system architecture;
Journal_Title :
Nuclear Science, IEEE Transactions on
DOI :
10.1109/TNS.2011.2169988