Physics-informed neural networks for parameter estimation in blood flow models.
Jeremias GarayJocelyn DunstanSergio UribeFrancisco Sahli CostabalPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- parameter estimation
- statistical models
- model selection
- least squares
- random fields
- maximum likelihood
- neural network
- blood flow
- model fitting
- markov random field
- approximate inference
- em algorithm
- parameter estimates
- estimation problems
- parameter estimation algorithm
- expectation maximization
- posterior distribution
- patient specific