DocumentCode :
884296
Title :
Determination of tracer arrival delay with spectral analysis
Author :
Hinz, Rainer ; Turkheimer, Federico E.
Author_Institution :
Hammersmith Imanet Ltd., London, UK
Volume :
53
Issue :
1
fYear :
2006
Firstpage :
212
Lastpage :
219
Abstract :
This work presents a general and fast method for the detection of the tracer arrival delay in brain PET studies. The technique adopts the nonnegative least squares (NNLS) algorithm which is commonly used in the spectral analysis of positron emission tomography (PET) data. The method is able to account for a vascular contribution to the tissue response function and does not involve multiple iterations. No assumptions on the model order of the tissue response function are required. It is based on the whole scanner count rate of true coincidences every second in the field-of-view and the whole blood activity concentration from the on-line blood detector system. The presented method has been used for the analysis of neuroreceptor ligand studies. An illustrative example with the serotonin 5-HT2A receptor ligand [11C]MDL 100 907, a simulation study and a comparison with the iterative nonlinear least squares procedure are included.
Keywords :
blood; brain; haemodynamics; least squares approximations; positron emission tomography; spectral analysis; blood activity concentration; brain PET; iterative nonlinear least squares procedure; kinetic modeling; multiple iterations; neuroreceptor ligand; nonnegative least squares algorithm; on-line blood detector system; parameter estimation; positron emission tomography; scanner count rate; serotonin 5-HT2A receptor ligand [11C]MDL 100 907; simulation study; spectral analysis; tissue response function; tracer arrival delay; vascular contribution; Blood flow; Brain modeling; Delay estimation; Detectors; Iterative methods; Least squares methods; Parameter estimation; Performance evaluation; Positron emission tomography; Spectral analysis; Blood; brain; kinetic modeling; least squares methods; parameter estimation; positron emission tomography (PET); spectral analysis;
fLanguage :
English
Journal_Title :
Nuclear Science, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9499
Type :
jour
DOI :
10.1109/TNS.2005.862982
Filename :
1610974
Link To Document :
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