2 papers
physics.bio-ph2025
Rapid prediction of organisation in engineered corneal, glial and fibroblast tissues using machine learning and biophysical models
Allison E. Andrews, Hugh Dickinson, Caitriona O'Rourke +2
We present a machine learning approach for predicting the organisation of corneal, glial and fibroblast cells in 3D cultures used for tissue engineering. Our machine-learning-based…
physics.bio-ph2019
Microscopic biophysical model of self-organization in tissue due to feedback between cell- and macroscopic-scale forces
J. P. Hague, P. W. Mieczkowski, C. O'Rourke +2
We develop a microscopic biophysical model for self-organization and reshaping of artificial tissue, that is co-driven by microscopic active forces between cells and extracellular…