Title :
Improved IDQC reconstruction for inhomogeneity corrected MR spectroscopy
Author :
Shankar, Rohini ; Gu, Tianliang ; Zhong, Jianhui ; Jacob, Mathews
Author_Institution :
Dept. of Biomed. Eng., Rochester Univ., Rochester, NY
Abstract :
In this paper, we focus on the reconstruction of iDQC MR spectroscopy data. Unlike standard 1-D MR spectroscopy schemes, iDQC acquires 2-D spectral data to decouple the magnetic field inhomogeneity effects from chemical shift information. This method suffers from a few limitations such as low intrinsic SNR, long acquisition time and the presence of a strong residual water peak. The standard IFFT based reconstruction schemes that rely on uniform sampling patterns have limited ability to overcome these problems. We propose a novel reconstruction scheme that employs a non-uniform sampling pattern, based on a flexible partitioning of the 2-D data-space. This approach enables the reconstruction of the metabolite region with a good resolution and signal to noise ratio, without being affected by aliases from the residual water signals. We pose the reconstruction problem as a conjugate gradient optimization. Using phantom data, we illustrate the significantly improved performance of the new method.
Keywords :
biomagnetism; biomedical measurement; image reconstruction; magnetic resonance spectroscopy; medical image processing; phantoms; 2-D data-space; gradient optimization; iDQC reconstruction; inhomogeneity corrected MR spectroscopy; magnetic field inhomogeneity effects; novel reconstruction scheme; phantom; strong residual water peak; Biomedical imaging; Chemicals; Image reconstruction; In vivo; Jacobian matrices; Magnetic field measurement; Sampling methods; Signal resolution; Signal to noise ratio; Spectroscopy; MRS; Reconstruction; iDQC; sampling;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-2002-5
Electronic_ISBN :
978-1-4244-2003-2
DOI :
10.1109/ISBI.2008.4541034