Title :
T1DM model parameters adjustment based on PK, PD and CGM data
Author_Institution :
Institute of Robotics and Cybernetics, Faculty of Electrical Engineering and Information Technology, Slovak University of Technology in Bratislava, Ilkovič
Abstract :
The aim of this paper is to adjust the parameters of selected type 1 diabetes mellitus (T1DM) simulator so that the output of the simulator corresponds to the continuous glucose monitoring (CGM) data of particular person with diabetes. For an identification of corresponding subsystems of the model, pharmacokinetics (PK) and pharmacodynamics (PD) of the corresponding particular insulin are also used.
Keywords :
"Insulin","Sugar","Mathematical model","Absorption","Diabetes","Data models"
Conference_Titel :
Intelligent Engineering Systems (INES), 2015 IEEE 19th International Conference on
DOI :
10.1109/INES.2015.7329728
