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[HTML][HTML] Recent advances of HCI in decision-making tasks for optimized clinical workflows and precision medicine
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 …
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 …
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 …
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
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 …
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
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 …
state variables and many input parameters, often with physical meanings. Therefore …
Practical identifiability analysis of a minimal cardiovascular system model
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 …
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 …
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
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 …
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 …
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 …
volumetric blood flow in particular sectors of the circulatory system are of importance in …