[HTML][HTML] On structural and practical identifiability

FG Wieland, AL Hauber, M Rosenblatt… - Current Opinion in …, 2021 - Elsevier
We discuss issues of structural and practical identifiability of partially observed differential
equations which are often applied in systems biology. The development of mathematical …

A review of arterial phantom fabrication methods for flow measurement using PIV techniques

SG Yazdi, PH Geoghegan, PD Docherty… - Annals of biomedical …, 2018 - Springer
Cardiovascular diseases (CVD) are the leading cause of morbidity and mortality in the
western world. In the last three decades, fluid dynamics investigations have been an …

Practical identifiability of parametrised models: A review of benefits and limitations of various approaches

NN Lam, PD Docherty, R Murray - Mathematics and Computers in …, 2022 - Elsevier
This systematic review of practical identifiability (PI) explores the challenging issue of how
parameter identification of models is affected by both experimental considerations and …

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 …

The effect of model structure and data availability on Usutu virus dynamics at three biological scales

N Heitzman-Breen, YR Liyanage… - Royal Society …, 2024 - royalsocietypublishing.org
Understanding the epidemiology of emerging pathogens, such as Usutu virus (USUV)
infections, requires systems investigation at each scale involved in the host–virus …

[HTML][HTML] Assessing input parameter hyperspace and parameter identifiability in a cardiovascular system model via sensitivity analysis

H Saxton, X Xu, T Schenkel, I Halliday - Journal of Computational Science, 2024 - Elsevier
We aim to clarify our understanding of the process of state-space model input parameter
identification, known, within the clinical context, as model personalisation. To do so, we …

An in-silico analysis of experimental designs to study ventricular function: A focus on the right ventricle

MJ Colebank, NC Chesler - PLoS computational biology, 2022 - journals.plos.org
In-vivo studies of pulmonary vascular disease and pulmonary hypertension (PH) have
provided key insight into the progression of right ventricular (RV) dysfunction. Additional in …

Sensitivity analysis and uncertainty quantification of 1‐D models of pulmonary hemodynamics in mice under control and hypertensive conditions

MJ Colebank, M Umar Qureshi… - International journal for …, 2021 - Wiley Online Library
Pulmonary hypertension (PH), defined as an elevated mean blood pressure in the main
pulmonary artery (MPA) at rest, is associated with vascular remodeling of both large and …

Modelling patient specific cardiopulmonary interactions

J Cushway, L Murphy, JG Chase, GM Shaw… - Computers in Biology …, 2022 - Elsevier
Mechanical ventilation is well known for having detrimental effects on the cardiovascular
system, particularly when using high positive end-expiratory pressure. High positive end …

Physiological trend analysis of a novel cardio-pulmonary model during a preload reduction manoeuvre

J Cushway, L Murphy, JG Chase, GM Shaw… - Computer Methods and …, 2022 - Elsevier
Background and objective: Mechanical ventilation causes adverse effects on the
cardiovascular system. However, the exact nature of the effects on haemodynamic …