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Investigation of glucose-insulin model efficacy for diabetes patient in the ICU

Abdul Razak, Athirah and Abu-Samah, Asma and Abdul Razak, Normy Norfiza and Ahamad, Nurhamim and Suhaimi, Fatanah M. and Jamaludin, Ummu Kulthum and Md Ralib, Azrina and Mat Nor, Mohd Basri (2018) Investigation of glucose-insulin model efficacy for diabetes patient in the ICU. In: 2nd International Conference for Innovation in Biomedical Engineering and Life Sciences, ICIBEL 2017, 10th-13th December 2017, Penang.

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Abstract

This paper investigates the inter-relationship of blood glucose (BG) model fitting error percentage for both diabetic and non-diabetic patient’s status with ICING glucose-insulin model efficacy. Data were taken from 132 critically ill patients admitted in ICU of Hospital Tunku Ampuan Afzan (HTAA), Kuantan, Malaysia. The BG fitting error results are important to determine the efficacy and safety of chosen glucose-insulin model-based. Analysis results of per-patient and by-cohort were used to suggest whether diabetes is an influential factor for model BG fitting error efficacy. For diabetic per-patient and by-cohort, median model fit error are 0.29 and 0.31% respectively Meanwhile, for non-diabetic per-patient and by-cohort model fit error are 0.27 and 0.29% respectively. In conclusion, results demonstrated no significant difference between diabetic and non-diabetic patient in model fitting error. Thus, ICING model may be used to deliver real time model-based insulin therapy whether patient is diabetic or non-diabetic.

Item Type: Conference or Workshop Item (Plenary Papers)
Additional Information: 3934/70145
Uncontrolled Keywords: Blood glucose, Diabetes, Fitting error, Malaysian patient, Model-Based
Subjects: R Medicine > R Medicine (General)
Kulliyyahs/Centres/Divisions/Institutes: Kulliyyah of Medicine
Depositing User: Dr Azrina Md Ralib
Date Deposited: 19 Feb 2019 14:18
Last Modified: 19 Feb 2019 14:18
URI: http://irep.iium.edu.my/id/eprint/70145

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