Title :
A Method of Study of Radioactive Tracer Kinetics
Author :
Kajiya, Fumihiko ; Kawagoe, Kyoji ; Kodama, Shinzo ; Hoki, Noritake ; Inoue, Michitoshi
Author_Institution :
Department of Medical Engineering and Systems Cardiology, Kawasaki Medical School
fDate :
7/1/1979 12:00:00 AM
Abstract :
This paper presents an approach to the problem of estimating the number of exponential functions and the pertinent parameters in the output of a radioactive tracer kinetic process. In particular, application of a criterion called an information theoretical criterion (AIC) for the estimation of the number of exponential functions is proposed; AIC was introduced by Akaike for the estimation of the order of linear dynamical systems and has been successfully applied for statistical model identification in a wide range of fields. Also, the maximum likelihood method was applied in order to evaluate AIC and to estimate decay constants and coefficients.
Keywords :
Biomedical engineering; Cardiology; Kinetic theory; Laboratories; Mathematical model; Maximum likelihood estimation; Performance evaluation; Phase estimation; Systems engineering and theory; Testing; Half-Life; Kinetics; Mathematics; Models, Biological; Radioactive Tracers; Radioisotopes;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.1979.326422