Nigel H. Lovell

TL;DR: A Java-based utility capable of performing model simulation, identifiability analysis, and parameter optimization of ionic cardiac cell models written in CellML is introduced.

TL;DR: The findings support the possibility of creating virtual channels in the retina under both synchronous and asynchronous stimulation conditions and provide theoretical evidence for future retinal prosthesis designs with higher spatial resolution and power efficiency whilst reducing the number of current sources required to achieve these outcomes.

TL;DR: Based on the literature reviewed, deep learning brings plausible benefits to the field of BP estimation and some limitations which can hinder the widespread adoption of deep learning in the field are discussed and frameworks to overcome these challenges are suggested.

TL;DR: The results have demonstrated that fractal dynamics embedded in the arterial pressure waveform could provide useful information that facilitates early identification of IVH in preterm infants.

TL;DR: Two stable and novel dynamical models for non-invasive pulsatile flow and head estimation were proposed and tested in vitro using mock circulatory loop experiments with varying hematocrit and resulted in a highly significant correlation between estimated and measured pulsatile flows.