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 …
Tele-monitoring system for intensive care ventilators in isolation rooms
SH Kim, HC Seo, S Choi, S Joo - Scientific Reports, 2023 - nature.com
The COVID-19 pandemic and discovery of new mutant strains have a devastating impact
worldwide. Patients with severe COVID-19 require various equipment, such as ventilators …
worldwide. Patients with severe COVID-19 require various equipment, such as ventilators …
Predicting mechanically ventilated patients future respiratory system elastance–A stochastic modelling approach
Background and objective Respiratory mechanics of mechanically ventilated patients evolve
significantly with time, disease state and mechanical ventilation (MV) treatment. Existing …
significantly with time, disease state and mechanical ventilation (MV) treatment. Existing …
Stochastic modelling of respiratory system elastance for mechanically ventilated respiratory failure patients
While lung protective mechanical ventilation (MV) guidelines have been developed to avoid
ventilator-induced lung injury (VILI), a one-size-fits-all approach cannot benefit every …
ventilator-induced lung injury (VILI), a one-size-fits-all approach cannot benefit every …
Protocol conception for safe selection of mechanical ventilation settings for respiratory failure Patients
Abstract Background and Objective Mechanical ventilation is the primary form of care
provided to respiratory failure patients. Limited guidelines and conflicting results from major …
provided to respiratory failure patients. Limited guidelines and conflicting results from major …
Comprehensive breathing variability indices enhance the prediction of extubation failure in patients on mechanical ventilation
Q Pan, H Zhang, M Jiang, G Ning, L Fang… - Computers in Biology and …, 2023 - Elsevier
Background and objective Despite the numerous studies on extubation readiness
assessment for patients who are invasively ventilated in the intensive care unit, a 10–15 …
assessment for patients who are invasively ventilated in the intensive care unit, a 10–15 …
[HTML][HTML] Virtual patient with temporal evolution for mechanical ventilation trial studies: A stochastic model approach
Background and objective Healthcare datasets are plagued by issues of data scarcity and
class imbalance. Clinically validated virtual patient (VP) models can provide accurate in …
class imbalance. Clinically validated virtual patient (VP) models can provide accurate in …
Classification patient-ventilator asynchrony with dual-input convolutional neural network
TC Chong, NL Loo, YS Chiew, MB Mat-Nor… - IFAC-PapersOnLine, 2021 - Elsevier
Mechanical ventilated respiratory failure patients may experience asynchronous breathing
(AB). Frequent occurrence of AB may impose detrimental effect towards patient's condition …
(AB). Frequent occurrence of AB may impose detrimental effect towards patient's condition …
Model-based analysis of respiratory mechanics and parameters in critically ill mechanically ventilated patients
Mechanical ventilation (MV) parameters and other physiological parameters determined
from mechanically ventilated respiratory failure patients can be used to estimate patient …
from mechanically ventilated respiratory failure patients can be used to estimate patient …
[HTML][HTML] Exploring variable observational time windows for patient-ventilator asynchrony during mechanical ventilation treatment
Abstract Background and Objective: Patient-ventilator asynchrony (PVA) is prevalent in
mechanical ventilation (MV) for critically ill patients and has been associated with adverse …
mechanical ventilation (MV) for critically ill patients and has been associated with adverse …