A method for OSEM PET reconstruction on parallel architectures using STIR

Autor: Stefan Lietsch, Kris Thielemans, Tobias Beisel
Rok vydání: 2008
Předmět:
Zdroj: 2008 IEEE Nuclear Science Symposium Conference Record.
DOI: 10.1109/nssmic.2008.4774198
Popis: To accelerate image reconstruction of positron emission tomography (PET) data, we introduced an approach for parallel architectures by applying the message passing paradigm to an existing implementation of the ordered-subsets expectation-maximization (OSEM) algorithm for two- or three-dimensional (2D/3D) PET. To reduce the amount of time needed to complete a reconstruction, a cluster was used as well as different multi-core systems. A main focus was on the multi-core processors, as these systems are increasingly common and easy to use in medical environments.
Databáze: OpenAIRE