Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning.
Md Shakil ZamanJwala DhamalaPradeep BajracharyaJohn L. SappB. Milan HorácekKatherine C. WuNatalia A. TrayanovaLinwei WangPublished in: CoRR (2021)
Keyphrases
- active learning
- posterior distribution
- posterior probability
- electrical activity
- bayesian estimation
- parameter estimation
- bayesian inference
- probability distribution
- markov chain monte carlo
- probabilistic model
- bayesian framework
- learning algorithm
- cost sensitive
- estimation algorithm
- maximum likelihood
- semi supervised
- estimation error
- patient specific
- latent variables
- selective sampling
- myocardial motion