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 …

Harmonizing semantic annotations for computational models in biology

ML Neal, M König, D Nickerson, G Mısırlı… - Briefings in …, 2019 - academic.oup.com
Life science researchers use computational models to articulate and test hypotheses about
the behavior of biological systems. Semantic annotation is a critical component for …

Cardiovascular function and ballistocardiogram: A relationship interpreted via mathematical modeling

G Guidoboni, L Sala, M Enayati… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Objective: To develop quantitative methods for the clinical interpretation of the
ballistocardiogram (BCG). Methods: A closed-loop mathematical model of the …

Coupling modes between two flapping filaments

LB Jia, F Li, XZ Yin, XY Yin - Journal of Fluid Mechanics, 2007 - cambridge.org
The flapping coupling between two filaments is studied theoretically and experimentally in
this paper. A temporal linear instability analysis is carried out based on a simplified …

Generative ode modeling with known unknowns

O Linial, N Ravid, D Eytan, U Shalit - Proceedings of the Conference on …, 2021 - dl.acm.org
In several crucial applications, domain knowledge is encoded by a system of ordinary
differential equations (ODE), often stemming from underlying physical and biological …

Physiological modeling, tight glycemic control, and the ICU clinician: what are models and how can they affect practice?

JG Chase, AJ Le Compte, JC Preiser, GM Shaw… - Annals of intensive …, 2011 - Springer
Critically ill patients are highly variable in their response to care and treatment. This
variability and the search for improved outcomes have led to a significant increase in the use …

Phenotyping heart failure using model‐based analysis and physiology‐informed machine learning

E Jones, EB Randall, SL Hummel… - The Journal of …, 2021 - Wiley Online Library
To phenotype mechanistic differences between heart failure with reduced (HFrEF) and
preserved (HFpEF) ejection fraction, a closed‐loop model of the cardiovascular system …

Practical identifiability and uncertainty quantification of a pulsatile cardiovascular model

AD Marquis, A Arnold, C Dean-Bernhoft… - Mathematical …, 2018 - Elsevier
Mathematical models are essential tools to study how the cardiovascular system maintains
homeostasis. The utility of such models is limited by the accuracy of their predictions, which …

[HTML][HTML] Parameter estimation for closed-loop lumped parameter models of the systemic circulation using synthetic data

NL Bjørdalsbakke, JT Sturdy, DR Hose… - Mathematical …, 2022 - Elsevier
Physics-based models can be applied to describe mechanisms in both health and disease,
which has the potential to accelerate the development of personalized medicine. The aim of …

A variable heart rate multi-compartmental coupled model of the cardiovascular and respiratory systems

S Lishak, G Grigorian, SV George… - Journal of the …, 2023 - royalsocietypublishing.org
Current mathematical models of the cardiovascular system that are based on systems of
ordinary differential equations are limited in their ability to mimic important features of …