14 citations · 24 across the 6 of their papers we have counts for
7 papers
Cardiac Digital Twin Pipeline for Virtual Therapy Evaluation
Julia Camps, Zhinuo Jenny Wang, Ruben Doste +6
Cardiac digital twins are computational tools capturing key functional and anatomical characteristics of patient hearts for investigating disease phenotypes and predicting response…
Digital Twinning of the Human Ventricular Activation Sequence to Clinical 12-lead ECGs and Magnetic Resonance Imaging Using Realistic Purkinje Networks for in Silico Clinical Trials
Julia Camps, Lucas Arantes Berg, Zhinuo Jenny Wang +12
Cardiac in silico clinical trials can virtually assess the safety and efficacy of therapies using human-based modelling and simulation. These technologies can provide mechanistic e…
The Fisher Geometry and Geodesics of the Multivariate Normals, without Differential Geometry
Brodie A. J. Lawson, Kevin Burrage, Kerrie Mengersen +1
Choosing the Fisher information as the metric tensor for a Riemannian manifold provides a powerful yet fundamental way to understand statistical distribution families. Distances al…
Population Calibration using Likelihood-Free Bayesian Inference
Christopher Drovandi, Brodie Lawson, Adrianne L Jenner +1
In this paper we develop a likelihood-free approach for population calibration, which involves finding distributions of model parameters when fed through the model produces a set o…
Arrhythmogenicity of cardiac fibrosis: fractal measures and Betti numbers
Mahesh Kumar Mulimani, Brodie A. J. Lawson, Rahul Pandit
Infarction- or ischaemia-induced cardiac fibrosis can be arrythmogenic. We use mathematcal models for diffuse fibrosis (), interstitial fibrosis (), pat…
Homogenisation for the monodomain model in the presence of microscopic fibrotic structures
Brodie A. J. Lawson, Rodrigo Weber dos Santos, Ian W. Turner +3
Computational models in cardiac electrophysiology are notorious for long runtimes, restricting the numbers of nodes and mesh elements in the numerical discretisations used for thei…