Coursera Spring Sale
40% Off Coursera Plus Annual!
Grab it
Explore comprehensive computational modeling approaches for understanding cardiac ventricular myocytes through this lecture that delves into integrated mathematical models describing the complex electrophysiological and mechanical properties of heart muscle cells. Learn how multi-scale modeling techniques combine ion channel dynamics, calcium handling mechanisms, and contractile protein interactions to create detailed representations of ventricular myocyte function. Discover the mathematical frameworks used to simulate action potential generation, excitation-contraction coupling, and metabolic processes within individual cardiac cells. Examine how these integrated models serve as powerful tools for investigating cardiac arrhythmias, heart failure mechanisms, and the effects of pharmacological interventions on myocyte behavior. Gain insights into the computational challenges involved in developing and validating these complex biological models, including parameter estimation, model reduction techniques, and the integration of experimental data from multiple scales of cardiac organization.
