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Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning

Md Shakil Zaman,Jwala Dhamala,Pradeep Bajracharya,John L. Sapp,B. Milan Horacek,Katherine C. Wu,Natalia A. Trayanova,Linwei Wang

Frontiers in physiology（2021）

Cited 6|Views33
Key words
probabilistic parameter estimation,high-dimensional Bayesian optimization,Gaussian process,variational autoencoder,cardiac electrophysiological model
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