Title of article :
Statistical analysis of combined dose effects for experiments with two agents
Author/Authors :
Wagenpfeil، نويسنده , , Stefan and Treiber، نويسنده , , Uwe and Lehmer، نويسنده , , Antonie، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2006
Abstract :
SummaryObjective
cal isobologram analysis offers a way for analysing combined drug effects in dose–response experiments statistically. The aim is to determine as to whether two agents or drugs can be considered synergistic or antagonistic in their effect.
s and materials
cribe a MATLAB-based software tool for automated isobologram analysis and computation of combination indices. Statistical issues like estimation together with respective confidence intervals are of key interest. Additional predictive values are computed to facilitate a more easy interpretation of obtained results.
s
is of an experimental and a real in vitro data set demonstrates the approach and the way of interpreting results. Results are summarized in two ways: tables and graphical displays containing classical isobolograms.
sion
ckage supplements the clinical software-equipment and is a tool for automatic evaluation of combined dose–response experiments in experimental oncology in the urologic clinic.
Keywords :
Combination index , dose–response curves , logistic regression , MATLAB implementation , Isobolograms
Journal title :
Artificial Intelligence In Medicine
Journal title :
Artificial Intelligence In Medicine