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 …

Digital twins and automation of care in the intensive care unit

J Geoffrey Chase, C Zhou, JL Knopp… - Cyber–Physical …, 2023 - Wiley Online Library
Healthcare is under increasing demand pressure as societies age and expectations rise,
multiplied by increasing incidence of chronic diseases and decreasing available funding …

Virtual patients for mechanical ventilation in the intensive care unit

C Zhou, JG Chase, J Knopp, Q Sun, M Tawhai… - Computer Methods and …, 2021 - Elsevier
Background Mechanical ventilation (MV) is a core intensive care unit (ICU) therapy.
Significant inter-and intra-patient variability in lung mechanics and condition makes …

Optimising mechanical ventilation through model-based methods and automation

SE Morton, JL Knopp, JG Chase, P Docherty… - Annual Reviews in …, 2019 - Elsevier
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 …

Biomedical engineer's guide to the clinical aspects of intensive care mechanical ventilation

VJ Major, YS Chiew, GM Shaw, JG Chase - Biomedical engineering …, 2018 - Springer
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 …

Predictive virtual patient modelling of mechanical ventilation: impact of recruitment function

SE Morton, JL Knopp, JG Chase, K Möller… - Annals of biomedical …, 2019 - Springer
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 …

Are we ready to think differently about setting PEEP?

ME Cove, MR Pinsky, JJ Marini - Critical Care, 2022 - Springer
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 …

Network data acquisition and monitoring system for intensive care mechanical ventilation treatment

QA Ng, YS Chiew, X Wang, CP Tan, MBM Nor… - Ieee …, 2021 - ieeexplore.ieee.org
The rise of model-based and machine learning methods have created increasingly realistic
opportunities to implement personalized, patient-specific mechanical ventilation (MV) in the …

Reconstructing asynchrony for mechanical ventilation using a hysteresis loop virtual patient model

C Zhou, JG Chase, Q Sun, J Knopp, MH Tawhai… - Biomedical engineering …, 2022 - Springer
Background Patient-specific lung mechanics during mechanical ventilation (MV) can be
identified from measured waveforms of fully ventilated, sedated patients. However …

A virtual patient model for mechanical ventilation

SE Morton, J Dickson, JG Chase, P Docherty… - Computer methods and …, 2018 - Elsevier
Abstract Background and Objectives Mechanical ventilation (MV) is a primary therapy for
patients with acute respiratory failure. However, poorly selected ventilator settings can cause …