Title :
Maximum likelihood estimator for signal intensity in STEAM-based MR imaging techniques
Author :
Fahmy, Ahmed S. ; Osman, Nael F. ; Shalaby, Heba A.
Author_Institution :
Center of Inf. Sci., Nile Univ., Cairo, Egypt
Abstract :
Stimulated echo acquisition mode (STEAM) is a generic imaging technique that lies at the core of many magnetic resonance imaging (MRI) techniques such MRI tagging, displacement encoded MRI, black-blood cardiac imaging. Nevertheless, tissue deformation causes frequency shift of the MR signal and leads to severe signal attenuation. In this work, a maximum likelihood estimator for the signal amplitude is proposed and used to correct the image artifacts. Numerical simulation and real MR data are used to test and validate the proposed method.
Keywords :
biomedical MRI; echo; maximum likelihood estimation; MRI tagging; black-blood cardiac imaging; maximum likelihood estimator; signal intensity; steam-based MR imaging techniques; stimulated echo acquisition mode; Magnetic resonance imaging; Mathematical model; Maximum likelihood estimation; Signal to noise ratio; Strain; MRI; artifacts; black blood; tissue deformation;
Conference_Titel :
Intelligent Computer Communication and Processing (ICCP), 2011 IEEE International Conference on
Conference_Location :
Cluj-Napoca
Print_ISBN :
978-1-4577-1479-5
Electronic_ISBN :
978-1-4577-1481-8
DOI :
10.1109/ICCP.2011.6047888