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 …
JG Chase, JC Preiser, JL Dickson, A Pironet… - Biomedical engineering …, 2018 - Springer
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 …
Glycemic control in the intensive care unit: a control systems perspective
Computers and automation have revolutionised quality and productivity in many industries,
but not in medicine. Healthcare costs are thus growing beyond the ability of society to pay for …
but not in medicine. Healthcare costs are thus growing beyond the ability of society to pay for …
Thompson sampling efficiently learns to control diffusion processes
MK Shirani Faradonbeh… - Advances in …, 2022 - proceedings.neurips.cc
Diffusion processes that evolve according to linear stochastic differential equations are an
important family of continuous-time dynamic decision-making models. Optimal policies are …
important family of continuous-time dynamic decision-making models. Optimal policies are …
Continuous glucose monitoring to measure metabolic impact and recovery in sub-elite endurance athletes
Background and motivation Athletes experience substantial physiological impacts after
exhaustive events, including post-exercise hyperglycemia. Objective measurement of …
exhaustive events, including post-exercise hyperglycemia. Objective measurement of …
[HTML][HTML] Model-based subcutaneous insulin for glycemic control of pre-term infants in the neonatal intensive care unit
Hyperglycaemia is a common problem in neonatal intensive care units (NICUs). Achieving
good control can result in better outcomes for patients. However, good control is difficult …
good control can result in better outcomes for patients. However, good control is difficult …
Continuous glucose monitoring measures can be used for glycemic control in the ICU: an in-silico study
Background: Continuous glucose monitoring (CGM) technology has become more prevalent
in the intensive care unit (ICU), offering potential benefits of increased safety and reduced …
in the intensive care unit (ICU), offering potential benefits of increased safety and reduced …
Representation learning for fine-grained change detection
NO Mahony, S Campbell, L Krpalkova, A Carvalho… - Sensors, 2021 - mdpi.com
Fine-grained change detection in sensor data is very challenging for artificial intelligence
though it is critically important in practice. It is the process of identifying differences in the …
though it is critically important in practice. It is the process of identifying differences in the …
The state of variability: A vision for descriptors of glycaemia
Glycaemic control (GC) in the intensive care unit is contentious. Hyperglycaemia,
hypoglycaemia, and glycaemic variability are all associated with increased morbidity and …
hypoglycaemia, and glycaemic variability are all associated with increased morbidity and …
Observer‐based controller design for blood glucose regulation for type 1 diabetic patients with disturbance estimation: A backstepping approach
M Homayounzade - Asian Journal of Control, 2024 - Wiley Online Library
In this paper, an observer‐based nonlinear controller is proposed to regulate blood glucose
concentration (BGC) in type 1 diabetes mellitus (T1DM). The considered virtual patient …
concentration (BGC) in type 1 diabetes mellitus (T1DM). The considered virtual patient …
Comparison of Bayesian Networks, G-estimation and linear models to estimate causal treatment effects in aggregated N-of-1 trials with carry-over effects
Background The aggregation of a series of N-of-1 trials presents an innovative and efficient
study design, as an alternative to traditional randomized clinical trials. Challenges for the …
study design, as an alternative to traditional randomized clinical trials. Challenges for the …