Title :
A probabilistic approach to the single-point, single-dose problem
Author :
Briggs, William L. ; Phelps, Robert W. ; Swanson, George D.
Author_Institution :
Colorado Univ., Denver, CO, USA
Abstract :
A general probabilistic approach is applied to the single-point single-dose method for estimating individual infusion rates and serum drug concentrations. By using transformations of probability density functions, the effects of variations in the elimination rate constant on pharmacokinetic variables can be studied, and optimal sampling times can be chosen. Although this study treats the case of error-free sampling in a single compartment model with a normal distribution of rate constants, the methods presented can be extended to more general situations.
Keywords :
estimation theory; physiological models; probability; elimination rate constant; error-free sampling; individual infusion rates; normal distribution; optimal sampling times; pharmacokinetic variables; probabilistic approach; probability density functions; serum drug concentrations; single compartment model; single-dose problem; single-point single-dose method; Drugs; Helium; Mathematics; Predictive models; Probability density function; Sampling methods; Steady-state; Taylor series; Testing; Time measurement; Metabolic Clearance Rate; Models, Biological; Pharmaceutical Preparations; Pharmacokinetics; Probability;
Journal_Title :
Biomedical Engineering, IEEE Transactions on