54 citations · 72 across the 6 of their papers we have counts for
6 papers
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…
Influence of Myocardial Infarction on QRS Properties: A Simulation Study
Lei Li, Julia Camps, Zhinuo +4
The interplay between structural and electrical changes in the heart after myocardial infarction (MI) plays a key role in the initiation and maintenance of arrhythmia. The anatomic…
Deep Computational Model for the Inference of Ventricular Activation Properties
Lei Li, Julia Camps, Abhirup Banerjee +3
Patient-specific cardiac computational models are essential for the efficient realization of precision medicine and in-silico clinical trials using digital twins. Cardiac digital t…
Inference of ventricular activation properties from non-invasive electrocardiography
Julia Camps, Brodie Lawson, Christopher Drovandi +5
The realisation of precision cardiology requires novel techniques for the non-invasive characterisation of individual patients' cardiac function to inform therapeutic and diagnosti…
Variational Inference over Non-differentiable Cardiac Simulators using Bayesian Optimization
Adam McCarthy, Blanca Rodriguez, Ana Minchole
Performing inference over simulators is generally intractable as their runtime means we cannot compute a marginal likelihood. We develop a likelihood-free inference method to infer…
Unlocking datasets by calibrating populations of models to data density: a study in atrial electrophysiology
Brodie A. J. Lawson, Christopher C. Drovandi, Nicole Cusimano +3
The understanding of complex physical or biological systems nearly always requires a characterisation of the variability that underpins these processes. In addition, the data used…