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

Athirah Abdul Razak, Asma Abu-Samah, Normy Norfiza Abdul Razak, Nurhamim Ahamad, Fatanah M. Suhaimi, Ummu K. Jamaludin, Azrina Md Ralib, M. B. Mat-Nor

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

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.

Original languageEnglish
Title of host publication2nd International Conference for Innovation in Biomedical Engineering and Life Sciences - ICIBEL 2017 in conjunction with APCMBE 2017
EditorsJuliana Usman, Fatimah Ibrahim, Mohd Yazed Ahmad, Swe Jyan Teh, Norhamizan Hamzah
PublisherSpringer Verlag
Pages177-181
Number of pages5
ISBN (Print)9789811075537
DOIs
Publication statusPublished - 01 Jan 2018
Event2nd International Conference for Innovation in Biomedical Engineering and Life Sciences, ICIBEL 2017, held in conjunction with the 10th Asia Pacific Conference on Medical and Biological Engineering, APCMBE 2017 - Penang, Malaysia
Duration: 10 Dec 201713 Dec 2017

Publication series

NameIFMBE Proceedings
Volume67
ISSN (Print)1680-0737

Other

Other2nd International Conference for Innovation in Biomedical Engineering and Life Sciences, ICIBEL 2017, held in conjunction with the 10th Asia Pacific Conference on Medical and Biological Engineering, APCMBE 2017
CountryMalaysia
CityPenang
Period10/12/1713/12/17

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All Science Journal Classification (ASJC) codes

  • Bioengineering
  • Biomedical Engineering

Cite this

Abdul Razak, A., Abu-Samah, A., Abdul Razak, N. N., Ahamad, N., M. Suhaimi, F., Jamaludin, U. K., ... Mat-Nor, M. B. (2018). Investigation of glucose-insulin model efficacy for diabetes patient in the ICU. In J. Usman, F. Ibrahim, M. Y. Ahmad, S. J. Teh, & N. Hamzah (Eds.), 2nd International Conference for Innovation in Biomedical Engineering and Life Sciences - ICIBEL 2017 in conjunction with APCMBE 2017 (pp. 177-181). (IFMBE Proceedings; Vol. 67). Springer Verlag. https://doi.org/10.1007/978-981-10-7554-4_31