Automated image registration for FDOPA PET studies.
In this study, various image registration methods are investigated for their suitability for registration of L-6-[18F]-fluoro-DOPA (FDOPA) PET images. Five different optimization criteria including sum of absolute difference (SAD), mean square difference (MSD), cross-correlation coefficient (CC), standard deviation of pixel ratio (SDPR), and stochastic sign change (SSC) were implemented and Powell's algorithm was used to optimize the criteria. The optimization criteria were calculated either unidirectionally (i.e. only evaluating the criteria for comparing the resliced image 1 with the original image 2) or bidirectionally (i.e. averaging the criteria for comparing the resliced image 1 with the original image 2 and those for the sliced image 2 with the original image 1). Monkey FDOPA images taken at various known orientations were used to evaluate the accuracy of different methods. A set of human FDOPA dynamic images was used to investigate the ability of the methods for correcting subject movement. It was found that a large improvement in performance resulted when bidirectional rather than unidirectional criteria were used. Overall, the SAD, MSD and SDPR methods were found to be comparable in performance and were suitable for registering FDOPA images. The MSD method gave more adequate results for frame-to-frame image registration for correcting subject movement during a dynamic FDOPA study. The utility of the registration method is further demonstrated by registering FDOPA images in monkeys before and after amphetamine injection to reveal more clearly the changes in spatial distribution of FDOPA due to the drug intervention.
Lin
K P
KP
Department of Electrical Engineering, Chung-Yuan University, Chung-Li, Taiwan, Republic of China.
Huang
S C
SC
Yu
D C
DC
Melega
W
W
Barrio
J R
JR
Phelps
M E
ME
D000818:Animals; D001331:Automation; D002522:Chlorocebus aethiops; D004295:Dihydroxyphenylalanine / Q000031:analogs & derivatives*; D005462:Fluorine Radioisotopes; D006801:Humans; D007700:Kinetics; D015203:Reproducibility of Results; D013269:Stochastic Processes; D016683:Supine Position; D014055:Tomography, Emission-Computed / Q000295:instrumentation / Q000379:methods*
D005462:Fluorine Radioisotopes; C043437:fluorodopa F 18; D004295:Dihydroxyphenylalanine