Title :
Resolution properties in regularized dynamic MRI reconstruction
Author :
Khalsa, Kimberly A. ; Fessler, Jeffrey A.
Author_Institution :
Dept. of BME, Michigan Univ., MI
Abstract :
In dynamic MRI, one is constantly addressing the tradeoff between spatial and temporal resolution. Regularized reconstruction methods may offer benefits in terms of this tradeoff. However, selection of the regularization parameters is challenging. In this work we examine the spatial and temporal resolution of penalized-likelihood image reconstruction for dynamic MRI, and present an accelerated method for computing the local impulse response. This method may prove advantageous for regularization parameter selection.
Keywords :
biomedical MRI; image reconstruction; image resolution; medical image processing; dynamic MRI reconstruction; local impulse response; penalized-likelihood image reconstruction; regularization parameters; Acceleration; Cost function; Image analysis; Image reconstruction; Image resolution; Interpolation; Magnetic resonance imaging; Positron emission tomography; Reconstruction algorithms; Spatial resolution;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on
Conference_Location :
Arlington, VA
Print_ISBN :
1-4244-0671-4
Electronic_ISBN :
1-4244-0672-2
DOI :
10.1109/ISBI.2007.356887