Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models

Author:

Dhamala JwalaORCID,Bajracharya Pradeep,Arevalo Hermenegild J.,Sapp John L.,Horácek B. Milan,Wu Katherine C.,Trayanova Natalia A.,Wang Linwei

Funder

National Institutes of Health

National Science Foundation

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference49 articles.

1. A simple two-variable model of cardiac excitation;Aliev;Chaos Solitons Fractals,1996

2. Arrhythmia risk stratification of patients after myocardial infarction using personalized heart models;Arevalo;Nat. Commun.,2016

3. Brochu, E., Cora, V. M., De Freitas, N., 2010. A tutorial on Bayesian optimization of expensive cost functions, with application to active user modeling and hierarchical reinforcement learning. arXiv:1012.2599.

4. Geometric deep learning: going beyond Euclidean data;Bronstein;IEEE Signal Process. Mag.,2017

5. Standardized myocardial segmentation and nomenclature for tomographic imaging of the heart a statement for healthcare professionals from the cardiac imaging committee of the council on clinical cardiology of the American Heart Association;Cerqueira;Circulation,2002

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