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 …

Personalizing mechanical ventilation according to physiologic parameters to stabilize alveoli and minimize ventilator induced lung injury (VILI)

GF Nieman, J Satalin, P Andrews, H Aiash… - Intensive care medicine …, 2017 - Springer
It has been shown that mechanical ventilation in patients with, or at high-risk for, the
development of acute respiratory distress syndrome (ARDS) can be a double-edged sword …

Quantifying ventilator unloading in CPAP ventilation

EFS Guy, JG Chase, JL Knopp, GM Shaw - Computers in Biology and …, 2022 - Elsevier
Background The intrinsic (muscular) patient effort driving inspiration in non-invasive
ventilation modes, such as continuous positive airway pressure (CPAP) therapy, has not …

Airflow and dynamic circumference of abdomen and thorax for adults at varied continuous positive airway pressure ventilation settings and breath rates

EFS Guy, JL Knopp, T Lerios, JG Chase - Scientific Data, 2023 - nature.com
Continuous positive airway pressure (CPAP) ventilation is a commonly prescribed
respiratory therapy providing positive end-expiratory pressure (PEEP) to assist breathing …

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 …

Time-varying respiratory system elastance: a physiological model for patients who are spontaneously breathing

YS Chiew, C Pretty, PD Docherty, B Lambermont… - PloS one, 2015 - journals.plos.org
Background Respiratory mechanics models can aid in optimising patient-specific
mechanical ventilation (MV), but the applications are limited to fully sedated MV patients …

An identifiable model of lung mechanics to diagnose and monitor COPD

T Lerios, JL Knopp, L Holder-Pearson, EFS Guy… - Computers in Biology …, 2023 - Elsevier
Background: Current methods to diagnose and monitor COPD employ spirometry as the
gold standard to identify lung function reduction with reduced forced expiratory volume (FEV …

The Clinical Utilisation of Respiratory Elastance Software (CURE Soft): a bedside software for real-time respiratory mechanics monitoring and mechanical ventilation …

A Szlavecz, YS Chiew, D Redmond, A Beatson… - Biomedical engineering …, 2014 - Springer
Background Real-time patient respiratory mechanics estimation can be used to guide
mechanical ventilation settings, particularly, positive end-expiratory pressure (PEEP). This …

Over-distension prediction via hysteresis loop analysis and patient-specific basis functions in a virtual patient model

Q Sun, JG Chase, C Zhou, MH Tawhai… - Computers in Biology …, 2022 - Elsevier
Background and objective Recruitment maneuvers (RMs) with subsequent positive-end-
expiratory-pressure (PEEP) have proven effective in recruiting lung volume and preventing …

Model-based estimation of negative inspiratory driving pressure in patients receiving invasive NAVA mechanical ventilation

JL Knopp, JG Chase, KT Kim, GM Shaw - Computer Methods and Programs …, 2021 - Elsevier
Background Optimisation of mechanical ventilation (MV) and weaning requires insight into
underlying patient breathing effort. Current identifiable models effectively describe lung …