OPTIMAL EXPERIMENT DESIGN FOR PET QUANTIFICATION OF RECEPTOR CONCENTRATION

Citation
Rf. Muzic et al., OPTIMAL EXPERIMENT DESIGN FOR PET QUANTIFICATION OF RECEPTOR CONCENTRATION, IEEE transactions on medical imaging, 15(1), 1996, pp. 2-12
Citations number
39
Categorie Soggetti
Engineering, Biomedical","Radiology,Nuclear Medicine & Medical Imaging
ISSN journal
02780062
Volume
15
Issue
1
Year of publication
1996
Pages
2 - 12
Database
ISI
SICI code
0278-0062(1996)15:1<2:OEDFPQ>2.0.ZU;2-B
Abstract
The mathematical models used to analyze positron emission tomography ( PET) data obtained for receptor quantitation have many unknown paramet ers which must be estimated from the data, Obtaining unique and precis e estimates of the model parameters from PET data is difficult as a re sult of the complex interdependence of the parameters, In this work we address the task of estimating the concentration of myocardial beta-a drenergic receptors using unlabeled and F-18-labeled S(-)-fluorocarazo lol as the receptor ligand, For a three-injection study we have optimi zed the ligand injection times and dosages using the D-optimal criteri on for estimating receptor concentration. We found that in optimizing a three-injection experimental design, the dose of ligand in the third injection approaches zero so that the optimal three-injection design is actually a two-injection experiment. Using this optimal experiment, we demonstrate estimates of receptor concentration that are almost fi ve times as precise as compared to an empirically designed three-injec tion experiment.