3544
Denoising MR 2D COSY spectra using a joint sparse parametric Matching Pursuit (jSPaMP)
Boris Mailhe1, Zahra Hosseini2, Bing Ji3, Hui Mao3, and Mariappan S. Nadar1
1Digital Technology and Innovation, Siemens Healthineers, Princeton, NJ, United States, 2MR R&D Collaboration, Siemens Medical Solutions USA Inc., Atlanta, GA, United States, 3Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA, United States
2D COSY data can be denoised using a combination of parametric fitting in time and nonparametric joint sparsity in the j-coupling direction.
Figure 5: Comparison of the high SNR spectrum obtained with NSA of 96 (left) and a jSPaMP denoised spectrum with NSA of 16 (right).
Figure 2: Description of the proposed jSPaMP algorithm.