4 citations · 4 across the 2 of their papers we have counts for
4 papers
Emulation strategies for Bayesian inference of regional left ventricle material parameters
Hongjin Ren, Vinny Davies, Hao Gao +2
Patient-specific biomechanical models of the left ventricle can relate cardiac magnetic resonance imaging to regional myocardial material properties, but existing emulator-based st…
A Bayesian Bi-Directional Splitting Framework for Variable Selection in Large Datasets
Aaron Coats, Vinny Davies, Mayetri Gupta
Modern tabular datasets are becoming increasingly large, both in the number of samples and covariates, posing significant challenges for Bayesian variable selection due to the resu…
Fast Parameter Inference in a Biomechanical Model of the Left Ventricle using Statistical Emulation
Vinny Davies, Umberto Noè, Alan Lazarus +5
A central problem in biomechanical studies of personalised human left ventricular (LV) modelling is estimating the material properties and biophysical parameters from in-vivo clini…
Improving the identification of antigenic sites in the H1N1 Influenza virus through accounting for the experimental structure in a sparse hierarchical Bayesian model
Vinny Davies, William T. Harvey, Richard Reeve +1
Understanding how genetic changes allow emerging virus strains to escape the protection afforded by vaccination is vital for the maintenance of effective vaccines. In the current w…