DocumentCode :
2027696
Title :
Fast parallel analysis of dynamic contrast-enhanced magnetic resonance imaging on GPGPU
Author :
Yen, Ta-Kang ; Lai, Bo-Cheng Charles
Author_Institution :
Electron. Eng. Dept., Nat. Chiao-Tung Univ., Hsinchu, Taiwan
fYear :
2010
fDate :
16-18 Dec. 2010
Firstpage :
927
Lastpage :
931
Abstract :
Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE-MRI) is adopted as an important diagnostic method to photograph organs in a body. However, its long analysis time prevents doctors from performing timely diagnosis and treatment. This paper proposes a parallel implementation of DCE-MRI analysis which exposes the parallelism of the fitting procedure. The implementation is mapped and executed on GPGPUs. When compared with the original sequential analysis procedure, we are able to speed up the analysis runtime by 125X.
Keywords :
biomedical MRI; computer graphic equipment; coprocessors; parallel processing; DCE-MRI analysis; GPGPU; diagnostic method; dynamic contrast enhanced magnetic resonance imaging; fast parallel analysis; fitting procedure; photograph organ; sequential analysis procedure; Algorithm design and analysis; Computer architecture; Fitting; Image reconstruction; Instruction sets; Magnetic resonance imaging; Parallel processing; GPGPU; MRI; parallel processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Symposium (ICS), 2010 International
Conference_Location :
Tainan
Print_ISBN :
978-1-4244-7639-8
Type :
conf
DOI :
10.1109/COMPSYM.2010.5685379
Filename :
5685379
Link To Document :
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