Title :
Reconstruction methods from hyperpolarized 13C chemical shift imaging spiral 3D data: Comparison between direct summation and gridding method
Author :
Gibiino, F. ; Positano, V. ; Giovannetti, G. ; Frijia, F. ; Menichetti, L. ; Ardenkjaer-Larsen, J.H. ; Wiesinger, F. ; Schulte, R. ; De Marchi, D. ; Lionetti, V. ; Aquaro, G. ; Lombardi, M. ; Landini, L. ; Santarelli, M.F.
Author_Institution :
Dept. of Energy & Syst. Eng., Univ. of Pisa, Pisa, Italy
Abstract :
Hyperpolarized 13C chemical shift imaging (CSI) is a spectroscopy technique for magnetic resonance imaging. Due to the fast decay of the hyperpolarized tracer, acquisition speed represents a key issue. Spiral trajectories are usually exploited to fast fill the K-space. Several strategies have been proposed for CSI image reconstruction form spiral trajectories, but the performances in hyperpolarized 13C CSI of these strategies have not been investigated. In hyperpolarized 13C 3D CSI, some of the imaged metabolites may appear with very low signal, so reconstruction methods should keep SNR high to allow better viewing of metabolites´ locations. In this study we compared the performances of Direct Summation (DS) and Gridding (GR) reconstruction methods. Methods were compared evaluating SNR on reconstructed images and reconstruction time. In vivo experimental data were obtained from medium-sized animals injected with hyperpolarized 13C. DS obtained higher SNR for all metabolites of interest. On the other hand, GR was much faster. The study results may provide a useful indication on how to choose the appropriate reconstruction method for hyperpolarized 13C in vivo data acquisition.
Keywords :
biomedical MRI; data acquisition; image reconstruction; medical image processing; CSI image reconstruction; direct summation; direct summation methods; gridding method; gridding reconstruction methods; hyperpolarized 13C chemical shift imaging spiral 3D data; hyperpolarized 13C in vivo data acquisition; in vivo experimental data; magnetic resonance imaging; medium-sized animals injection; spectroscopy technique; spiral trajectories; Image reconstruction; Matching pursuit algorithms; Reconstruction algorithms; Signal to noise ratio; Spirals; Trajectory; chemical shift imaging; in vivo hyperpolarized 13C metabolism; magnetic resonance imaging; non homogeneous MRI reconstruction;
Conference_Titel :
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4577-1857-1
DOI :
10.1109/ISBI.2012.6235623