High-dimensional bayesian optimization of personalized cardiac model parameters via an embedded generative model

Engineering

• Anatomical Model 50%
• Generative Model 100%
• Measurement Data 50%
• Model Parameter 100%
• Multiscale 50%
• Objective Function 50%
• Parameter Estimation 100%
• Parameter Space 100%
• Patient Specific 50%
• Physiological Models 50%
• Real Data 50%
• Search Space 100%

Keyphrases

• Bayesian Optimization 33%
• Feasible Computations 33%
• Gain in Efficiency 33%
• Number of Segments 33%
• Personalized Heart Model 100%
• Scale Hierarchy 33%
• Tissue Heterogeneity 33%

Computer Science

• Generative Model 100%
• Parameter Estimation 100%