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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 …
Virtual patients for mechanical ventilation in the intensive care unit
Background Mechanical ventilation (MV) is a core intensive care unit (ICU) therapy.
Significant inter-and intra-patient variability in lung mechanics and condition makes …
Significant inter-and intra-patient variability in lung mechanics and condition makes …
Optimising mechanical ventilation through model-based methods and automation
Mechanical ventilation (MV) is a core life-support therapy for patients suffering from
respiratory failure or acute respiratory distress syndrome (ARDS). Respiratory failure is a …
respiratory failure or acute respiratory distress syndrome (ARDS). Respiratory failure is a …
Biomedical engineer's guide to the clinical aspects of intensive care mechanical ventilation
Background Mechanical ventilation is an essential therapy to support critically ill respiratory
failure patients. Current standards of care consist of generalised approaches, such as the …
failure patients. Current standards of care consist of generalised approaches, such as the …
Predictive virtual patient modelling of mechanical ventilation: impact of recruitment function
Mechanical ventilation is a life-support therapy for intensive care patients suffering from
respiratory failure. To reduce the current rate of ventilator-induced lung injury requires …
respiratory failure. To reduce the current rate of ventilator-induced lung injury requires …
Are we ready to think differently about setting PEEP?
Setting PEEP to target optimal compliance can overcome these pitfalls. When an increase in
PEEP benefits any patient, functional lung units are recruited and compliance increases. If …
PEEP benefits any patient, functional lung units are recruited and compliance increases. If …
Network data acquisition and monitoring system for intensive care mechanical ventilation treatment
The rise of model-based and machine learning methods have created increasingly realistic
opportunities to implement personalized, patient-specific mechanical ventilation (MV) in the …
opportunities to implement personalized, patient-specific mechanical ventilation (MV) in the …
Reconstructing asynchrony for mechanical ventilation using a hysteresis loop virtual patient model
Background Patient-specific lung mechanics during mechanical ventilation (MV) can be
identified from measured waveforms of fully ventilated, sedated patients. However …
identified from measured waveforms of fully ventilated, sedated patients. However …
A virtual patient model for mechanical ventilation
Abstract Background and Objectives Mechanical ventilation (MV) is a primary therapy for
patients with acute respiratory failure. However, poorly selected ventilator settings can cause …
patients with acute respiratory failure. However, poorly selected ventilator settings can cause …