Assessment of glycemic control protocol (STAR) through compliance analysis amongst malaysian ICU patients

A Abdul Razak, A Abu-Samah… - Medical Devices …, 2020 - Taylor & Francis
Purpose This paper presents an assessment of an automated and personalized stochastic
targeted (STAR) glycemic control protocol compliance in Malaysian intensive care unit (ICU) …

Linking Bayesian network and intensive care units data: a glycemic control study

A Abu-Samah, NNA Razak, FM Suhaimi… - TENCON 2018-2018 …, 2018 - ieeexplore.ieee.org
Health informatics in glycemic control is visibly a promising research area. However, this
applied science requires more intelligent mechanisms by which user requirements for more …

[PDF][PDF] Determination of favorable blood glucose target range for stochastic TARgeted (STAR) glycemic control in Malaysia

A Abu-Samah, NNA Razak, UK Jamaludin, FM Suhaimi… - 2019 - core.ac.uk
Stress-induced hyperglycemia is common in critically ill patients, but there is uncertainty
about what constitutes an optimal blood glucose target range for glycemic control …

STAR Protocol for Critically Ill Patients in Malaysia: ICU Staff Survey and Human Factor Assessment

AA Razak, A Abu-Samah, N Razak, F Suhaimi… - IEIE Transactions on …, 2019 - dbpia.co.kr
Since 2001, various glycemic control (GC) studies have been conducted to reduce
dysglycemia in critically ill patients. To prove their effectiveness, each proposed GC …

Assessment of Malaysian ICU staff perceptions towards STAR glycaemic control protocol

AA Razak, A Abu-Samah, NN Razak… - TENCON 2018-2018 …, 2018 - ieeexplore.ieee.org
A good glycaemic control protocol requires an assessment feedback from clinical side for
improvement to reduce dysglycaemia (hyper or hypo) and most importantly mortality in …

[PDF][PDF] Towards personalized intensive care decision support using a Bayesian network: A multicenter glycemic control study

A Abu-Samah, NNA Razak, FM Suhaimi, UK Jamaludin… - 2019 - ir.canterbury.ac.nz
Personalized treatment in glycemic control (GC) is a visibly promising research area that
requires improved mechanisms providing patient-specific procedures to enable complicated …

Model-Based Glycaemic Control in Critically Ill Diabetes Mellitus Patients: Monte Carlo Sensitivity Analysis

AA Razak, NN Razak, N Nor Hisham Shah… - Proceedings of the 12th …, 2022 - dl.acm.org
Insulin resistance and sensitivity variabilities exacerbated diabetes mellitus (DM) and non-
diabetes mellitus (NDM) patients' conditions in the intensive care unit (ICU). This problem …

Machine Learning Classification for Blood Glucose Performances Using Insulin Sensitivity and Respiratory Scores in Diabetic ICU Patients

A Abdul Razak, RU Partan, NN Razak… - Advances in Visual …, 2021 - Springer
Diabetes Mellitus (DM) patients with acute respiratory failure in the Intensive Care Unit (ICU)
are susceptible to hyperglycaemia with adverse outcome of mortality. Clinically, Partial …

Analysis of insulin sensitivity stochastic models between STAR original and Malaysian cohorts

JWW Lee, YS Chiew, CP Tan, AA Razak… - IFAC-PapersOnLine, 2020 - Elsevier
Maintaining healthy blood glucose (BG) levels is vital in ensuring the health of intensive care
unit patients. In present work, there exists model-based glycemic control protocols that …

[PDF][PDF] Virtual trial of glycaemic control performance and nursing workload assessment in diabetic critically ill patients

AA Razak, A Abu-Samah, NN Razak… - International Journal of …, 2018 - academia.edu
Tight glycaemic control in critically ill patients is used to reduce mortality in intensive care
units. However, its usage is debatable in reducing hypoglycaemia or accurately maintain …