Performance of Glycemic Control Protocol and Virtual Trial

Fatanah, M. Suhaimi and Ummu Kulthum, Jamaludin and Normy Norfiza, A. Razak and Azrina, Md Ralib and Mohd Basri, Mat Nor (2017) Performance of Glycemic Control Protocol and Virtual Trial. Advanced Science Letters, 23 (6). pp. 5415-5418. ISSN 1936-6612. (Published)

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Model-based glycemic control offers direct management of patient-specific variability and better adaptive control. Implementation of the model-based glycemic control has the potential to reduce hyperglycemia episodes, mortality and morbidity as seen in some successful TGC. The design of any TGC must consider not only the glycemic target range but also safety and efficacy of the insulin therapy. This paper presents the evaluation of glycemic control protocol adapted in the ICU of Tengku Ampuan Afzan Hospital. Virtual trials method is used to simulate the controller algorithm on a virtual patient with feed variation factor. Data from actual clinical and the virtual trial are compared to analyze the protocol performance concerning blood glucose outcome and insulin efficacy. A stochastic model is also used to indicate metabolic response and metabolic variation of the cohort.

Item Type: Article
Uncontrolled Keywords: cGlycemic Control; Intensive Care Unit; Virtual Trial
Subjects: Q Science > Q Science (General)
Q Science > QA Mathematics
R Medicine > R Medicine (General)
Faculty/Division: Faculty of Mechanical Engineering
Depositing User: Dr. Ummu Kulthum Jamaludin
Date Deposited: 02 Feb 2018 02:12
Last Modified: 30 Nov 2018 01:56
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