Simulation-based inference for cardiovascular models
Over the past decades, hemodynamics simulators have steadily evolved and have become
tools of choice for studying cardiovascular systems in-silico. While such tools are routinely …
tools of choice for studying cardiovascular systems in-silico. While such tools are routinely …
Modelling transient cardiovascular hemodynamics with physiological conscious autoencoder
M Iscan, A Yesildirek - IEEE Access, 2023 - ieeexplore.ieee.org
Current biomedical research relies primarily on in silico studies to model complex systems
like cardiovascular hemodynamics. However, for comprehensive validation of mathematical …
like cardiovascular hemodynamics. However, for comprehensive validation of mathematical …
A comparative analysis of metamodels for lumped cardiovascular models, and pipeline for sensitivity analysis, parameter estimation, and uncertainty quantification
Zero-dimensional (0D) cardiovascular models are reduced-order models used to study
global circulation dynamics and transport. They provide estimates of biomarkers (such as …
global circulation dynamics and transport. They provide estimates of biomarkers (such as …