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Next-generation, personalised, model-based critical care medicine: a state-of-the art review of in silico virtual patient models, methods, and cohorts, and how to …
Critical care, like many healthcare areas, is under a dual assault from significantly
increasing demographic and economic pressures. Intensive care unit (ICU) patients are …
increasing demographic and economic pressures. Intensive care unit (ICU) patients are …
Digital twins and automation of care in the intensive care unit
Healthcare is under increasing demand pressure as societies age and expectations rise,
multiplied by increasing incidence of chronic diseases and decreasing available funding …
multiplied by increasing incidence of chronic diseases and decreasing available funding …
Safety, efficacy and clinical generalization of the STAR protocol: a retrospective analysis
Background The changes in metabolic pathways and metabolites due to critical illness result
in a highly complex and dynamic metabolic state, making safe, effective management of …
in a highly complex and dynamic metabolic state, making safe, effective management of …
STAR development and protocol comparison
LM Fisk, AJ Le Compte, GM Shaw… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
Accurate glycemic control (AGC) is difficult due to excessive hypoglycemia risk. Stochastic
TARgeted (STAR) glycemic control forecasts changes in insulin sensitivity to calculate a …
TARgeted (STAR) glycemic control forecasts changes in insulin sensitivity to calculate a …
Stochastic targeted (STAR) glycemic control: design, safety, and performance
A Evans, A Le Compte, CS Tan… - Journal of diabetes …, 2012 - journals.sagepub.com
Introduction: Tight glycemic control (TGC) has shown benefits but has been difficult to
achieve consistently. STAR (Stochastic TARgeted) is a flexible, model-based TGC approach …
achieve consistently. STAR (Stochastic TARgeted) is a flexible, model-based TGC approach …
Generalisability of a virtual trials method for glycaemic control in intensive care
Background: Elevated blood glucose (BG) concentrations (Hyperglycaemia) are a common
complication in critically ill patients. Insulin therapy is commonly used to treat …
complication in critically ill patients. Insulin therapy is commonly used to treat …
Untangling glycaemia and mortality in critical care
Background Hyperglycaemia is associated with adverse outcomes in the intensive care unit,
and initial studies suggested outcome benefits of glycaemic control (GC). However …
and initial studies suggested outcome benefits of glycaemic control (GC). However …
Digital twins in critical care: what, when, how, where, why?
Healthcare and intensive care unit (ICU) medicine in particular, are facing a devastating
tsunami of rising demand multiplied by increasing chronic disease and aging demographics …
tsunami of rising demand multiplied by increasing chronic disease and aging demographics …
Variability of insulin sensitivity during the first 4 days of critical illness: implications for tight glycemic control
Background Effective tight glycemic control (TGC) can improve outcomes in critical care
patients, but it is difficult to achieve consistently. Insulin sensitivity defines the metabolic …
patients, but it is difficult to achieve consistently. Insulin sensitivity defines the metabolic …
Pilot proof of concept clinical trials of Stochastic Targeted (STAR) glycemic control
A Evans, GM Shaw, A Le Compte, CS Tan, L Ward… - Annals of intensive …, 2011 - Springer
Introduction Tight glycemic control (TGC) has shown benefits but has been difficult to
achieve consistently. STAR (Stochastic TARgeted) is a flexible, model-based TGC approach …
achieve consistently. STAR (Stochastic TARgeted) is a flexible, model-based TGC approach …