Study on the enhancement of Malaysian ICU centre and introduction of STAR performance
Stress-induced hyperglycaemia commonly occurred in the ICU. It is known that the majority of the ICU centre in Malaysia is using intensive insulin therapy (IIT) protocol in order to control glucose level in critically ill patient blood within the targeted level to achieve required safety goals. H...
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my.iium.irep.973552022-03-25T07:44:05Z http://irep.iium.edu.my/97355/ Study on the enhancement of Malaysian ICU centre and introduction of STAR performance Rosly, C. Zafirah Jamaludin, Ummu Kulthum Khalid, Khalijah Suhaimi, Fatanah M. Abdul Razak, Normy Norfiza Mat Nor, Mohd Basri Md Ralib, Azrina RC82 Medical Emergencies, Critical Care, Intensive Care, First Aid Stress-induced hyperglycaemia commonly occurred in the ICU. It is known that the majority of the ICU centre in Malaysia is using intensive insulin therapy (IIT) protocol in order to control glucose level in critically ill patient blood within the targeted level to achieve required safety goals. However, alterations to the current practice needed to be considered to minimize the risk of hypoglycaemia and mortality while reducing the case of hyperglycaemia event. Therefore, the objective of this research paper is to weigh and evaluate the performance of a modern practice known as Stochastic Targeted (STAR) Protocol in managing blood glucose (BG) levels in Malaysia ICU cohort and to compare its performance between the three participating hospitals (HTAA, HUSM and PPUM) via MATLAB simulations. STAR is a tablet-computer based protocols that provide patient-specific glucose control framework accounting for patient variability with a stochastically derived maximum 5% risk of hypoglycaemia events. The in-silico trials were simulated with controlled goal feed (GF) and without GF. Only one type of nutrition is considered in this study, which is Glucerna. The results show that all three ICU centre with STAR simulation have a tight glycemic control with HTAA (83.6%), HUSM (76.8%) and PPUM (80.6%) in terms of BG within the targeted band of 4.0–10.0 mmol/L. Also, the median BG measurement level and insulin secretion shows decrease in percentage for all ICU cohort, HTAA (12.3%; 30.2%), HUSM (21.6%; 9.9%) and PPUM (17.9%; 13.3%). The insulin sensitivity (SI) of STAR simulations have a significant increase Springer Science and Business Media Deutschland GmbH 2022-02-22 Book Chapter PeerReviewed application/pdf en http://irep.iium.edu.my/97355/1/97355_Study%20on%20the%20enhancement%20of%20Malaysian%20ICU.pdf Rosly, C. Zafirah and Jamaludin, Ummu Kulthum and Khalid, Khalijah and Suhaimi, Fatanah M. and Abdul Razak, Normy Norfiza and Mat Nor, Mohd Basri and Md Ralib, Azrina (2022) Study on the enhancement of Malaysian ICU centre and introduction of STAR performance. In: Human-Centered Technology for a Better Tomorrow. Lecture Notes in Mechanical Engineering . Springer Science and Business Media Deutschland GmbH, Elsevier, pp. 63-73. ISBN 978-981-16-4114-5 https://link.springer.com/chapter/10.1007/978-981-16-4115-2_5 https://doi.org/10.1007/978-981-16-4115-2_5 |
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RC82 Medical Emergencies, Critical Care, Intensive Care, First Aid Rosly, C. Zafirah Jamaludin, Ummu Kulthum Khalid, Khalijah Suhaimi, Fatanah M. Abdul Razak, Normy Norfiza Mat Nor, Mohd Basri Md Ralib, Azrina Study on the enhancement of Malaysian ICU centre and introduction of STAR performance |
description |
Stress-induced hyperglycaemia commonly occurred in the ICU. It is
known that the majority of the ICU centre in Malaysia is using intensive insulin
therapy (IIT) protocol in order to control glucose level in critically ill patient blood
within the targeted level to achieve required safety goals. However, alterations to the
current practice needed to be considered to minimize the risk of hypoglycaemia and
mortality while reducing the case of hyperglycaemia event. Therefore, the objective of this research paper is to weigh and evaluate the performance of a modern
practice known as Stochastic Targeted (STAR) Protocol in managing blood glucose
(BG) levels in Malaysia ICU cohort and to compare its performance between the
three participating hospitals (HTAA, HUSM and PPUM) via MATLAB simulations.
STAR is a tablet-computer based protocols that provide patient-specific glucose
control framework accounting for patient variability with a stochastically derived
maximum 5% risk of hypoglycaemia events. The in-silico trials were simulated with
controlled goal feed (GF) and without GF. Only one type of nutrition is considered in
this study, which is Glucerna. The results show that all three ICU centre with STAR
simulation have a tight glycemic control with HTAA (83.6%), HUSM (76.8%) and
PPUM (80.6%) in terms of BG within the targeted band of 4.0–10.0 mmol/L. Also, the
median BG measurement level and insulin secretion shows decrease in percentage for
all ICU cohort, HTAA (12.3%; 30.2%), HUSM (21.6%; 9.9%) and PPUM (17.9%;
13.3%). The insulin sensitivity (SI) of STAR simulations have a significant increase |
format |
Book Chapter |
author |
Rosly, C. Zafirah Jamaludin, Ummu Kulthum Khalid, Khalijah Suhaimi, Fatanah M. Abdul Razak, Normy Norfiza Mat Nor, Mohd Basri Md Ralib, Azrina |
author_facet |
Rosly, C. Zafirah Jamaludin, Ummu Kulthum Khalid, Khalijah Suhaimi, Fatanah M. Abdul Razak, Normy Norfiza Mat Nor, Mohd Basri Md Ralib, Azrina |
author_sort |
Rosly, C. Zafirah |
title |
Study on the enhancement of Malaysian ICU centre and introduction of STAR performance |
title_short |
Study on the enhancement of Malaysian ICU centre and introduction of STAR performance |
title_full |
Study on the enhancement of Malaysian ICU centre and introduction of STAR performance |
title_fullStr |
Study on the enhancement of Malaysian ICU centre and introduction of STAR performance |
title_full_unstemmed |
Study on the enhancement of Malaysian ICU centre and introduction of STAR performance |
title_sort |
study on the enhancement of malaysian icu centre and introduction of star performance |
publisher |
Springer Science and Business Media Deutschland GmbH |
publishDate |
2022 |
url |
http://irep.iium.edu.my/97355/1/97355_Study%20on%20the%20enhancement%20of%20Malaysian%20ICU.pdf http://irep.iium.edu.my/97355/ https://link.springer.com/chapter/10.1007/978-981-16-4115-2_5 https://doi.org/10.1007/978-981-16-4115-2_5 |
_version_ |
1729702922513547264 |