Title :
Improved quantification of chemical exchange saturation transfer (CEST) MRI using nonlocal means
Author :
Jing Yuan;Greta Seng Peng Mok;Qinwei Zhang;Yi-Xiang Wang;Jinyuan Zhou
Author_Institution :
Hong Kong Sanatorium & Hospital, Happy Valley, Hong Kong
Abstract :
Chemical exchange saturation transfer (CEST) MRI offers a powerful molecular imaging tool by exploiting the proton exchanges between free water and labile exchangeable molecules in vivo. Accurate CEST quantification from Z-spectrum analysis, particularly at clinical field strengths, suffers from low contrast-to-noise ratio (CNR). In this study, we proposed the use of non-local means (NLM) for CEST-MRI denoising to improve the CEST contrast quantification. The experimental results showed that the NLM denoising effectively removed noise presented in the low signal-to-noise ratio (SNR) CEST images with high resolution and well preserved the tissue structures. The CEST contrast map generated from the NLM-denoised images was notably improved, which was closer to the map generated from images with 3.5-fold higher SNR and meanwhile had much less partial volume effect. NLM denoising holds great potentials for the clinical CEST-MRI quantification improvement without compromising spatial resolution.
Keywords :
"Noise reduction","High definition video","Signal to noise ratio","Magnetic resonance imaging","Chemicals","Protons"
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2014 IEEE
DOI :
10.1109/NSSMIC.2014.7430844