[HTML][HTML] Recent advances of HCI in decision-making tasks for optimized clinical workflows and precision medicine

L Rundo, R Pirrone, S Vitabile, E Sala… - Journal of biomedical …, 2020 - Elsevier
The ever-increasing amount of biomedical data is enabling new large-scale studies, even
though ad hoc computational solutions are required. The most recent Machine Learning …

Review of systemic mock circulation loops for evaluation of implantable cardiovascular devices and biological tissues

E Agrafiotis, D Zimpfer, H Mächler… - Journal of …, 2024 - journals.sagepub.com
Implantable cardiovascular devices must undergo evaluation prior to animal testing and
clinical trials to ensure their performance and efficiency. Mock circulation loops (MCLs) are …

A hybrid mock circulatory loop for fluid dynamic characterization of 3D anatomical phantoms

F Bardi, E Gasparotti, E Vignali… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Goal: This work presents the development of a Hybrid Mock Circulatory Loop (HMCL) to
simulate hemodynamics at patient-specific level in terms of both 3D geometry and …

[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 …

[HTML][HTML] Personalised parameter estimation of the cardiovascular system: Leveraging data assimilation and sensitivity analysis

H Saxton, T Schenkel, I Halliday, X Xu - Journal of Computational Science, 2023 - Elsevier
Detailed models of dynamical systems used in the life sciences may include hundreds of
state variables and many input parameters, often with physical meanings. Therefore …

Practical identifiability analysis of a minimal cardiovascular system model

A Pironet, PD Docherty, PC Dauby, JG Chase… - Computer methods and …, 2019 - Elsevier
Background and objective Parameters of mathematical models of the cardiovascular system
can be used to monitor cardiovascular state, such as total stressed blood volume status …

A model of the cardiorespiratory response to aerobic exercise in healthy and heart failure conditions

L Fresiello, B Meyns, A Di Molfetta, G Ferrari - Frontiers in Physiology, 2016 - frontiersin.org
The physiological response to physical exercise is now recognized as an important tool
which can aid the diagnosis and treatment of cardiovascular diseases. This is due to the fact …

Lumped models of the cardiovascular system of various complexity

F Ježek, T Kulhánek, K Kalecký, J Kofránek - … and Biomedical Engineering, 2017 - Elsevier
Purpose The main objective is to accelerate the mathematical modeling of complex systems
and offer the researchers an accessible and standardized platform for model sharing and …

Simulation as a preoperative planning approach in advanced heart failure patients. A retrospective clinical analysis

M Capoccia, S Marconi, SA Singh, DM Pisanelli… - Biomedical engineering …, 2018 - Springer
Background Modelling and simulation may become clinically applicable tools for detailed
evaluation of the cardiovascular system and clinical decision-making to guide therapeutic …

[HTML][HTML] Assessment of blood flow parameters in a hybrid-digital model of the cardiovascular system applying recurrent neural networks

M Ślęzak, M Kopernik, K Szawiraacz… - … Signal Processing and …, 2024 - Elsevier
End-systolic elastance of the left ventricle along with the waveforms of pressure and
volumetric blood flow in particular sectors of the circulatory system are of importance in …