Title :
Parallel List-Mode Reconstruction and Calculation of the System Matrix for the High-Resolution ClearPET Neuro
Author :
Musmann, Patrick ; Pietrzyk, Uwe ; Schramm, Nils ; Weber, Simone
Author_Institution :
Central Inst. for Electron., Forschungszentrum Julich
fDate :
Oct. 29 2006-Nov. 1 2006
Abstract :
The list-mode format is particularly suitable for high-resolution tomographic systems, where the precision of the data have not to be compromised, but also claims new demands on data processing and image reconstruction. We apply a ray-tracing algorithm to calculate the three-dimensional coincidence response function. The algorithm is embedded in a list-mode reconstruction framework and has been previously assessed with data from the small-animal ClearPETtrade Neuro scanner. In order to compare and verify our algorithm, exemplary response functions are simulated using GATE. Long reconstruction time has been overcome by implementing a reconstruction framework for distributed computing. The implementation uses the message passing interface for communication and a simple master/slave model with dynamical load balancing of the slaves.
Keywords :
medical computing; medical image processing; positron emission tomography; 3D coincidence response function; ClearPET Neuro scanner; master-slave model; message passing interface; parallel list-mode reconstruction; ray-tracing algorithm; system matrix; Computational modeling; Data processing; Distributed computing; Image reconstruction; Load management; Load modeling; Master-slave; Message passing; Ray tracing; Tomography; ClearPET; GATE; LAM/MPI; PET; distributed computing; image reconstruction; list-mode; maximum-likelihood; simulation;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2006. IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0560-2
Electronic_ISBN :
1095-7863
DOI :
10.1109/NSSMIC.2006.356456