activity
20142023
most citedBiologically-informed neural networks guide mechanistic modeling from sparse experimental data

176 citations · 683 across the 36 of their papers we have counts for

collaborators
Showing 2022Show all

5 papers · 1 filter

math.DS2022★ 1 cited

On the correspondence between symmetries of two-dimensional autonomous dynamical systems and their phase plane realisations

Fredrik Ohlsson, Johannes G. Borgqvist, Ruth E. Baker

We consider the relationship between symmetries of two-dimensional autonomous dynamical system in two common formulations; as a set of differential equations for the derivative of…

q-bio.CB2022

Dynamic fibronectin assembly and remodeling by leader neural crest cells prevents jamming in collective cell migration

W. Duncan Martinson, Rebecca McLennan, Jessica M. Teddy +6

Collective cell migration plays an essential role in vertebrate development, yet the extent to which dynamically changing microenvironments influence this phenomenon remains unclea…

q-bio.CB2022★ 1 cited

A local continuum model of cell-cell adhesion

Carles Falcó, Ruth E. Baker, José A. Carrillo

Cell-cell adhesion is one the most fundamental mechanisms regulating collective cell migration during tissue development, homeostasis and repair, allowing cell populations to self-…

q-bio.QM2022★ 2 cited

Symmetries of systems of first order ODEs: Symbolic symmetry computations, mechanistic model construction and applications in biology

Johannes Borgqvist, Fredrik Ohlsson, Ruth E. Baker

We discuss the role and merits of symmetry methods for the analysis of biological systems. In particular, we consider systems of first order ordinary differential equations and pro…

q-bio.TO2022

Predicting radiotherapy patient outcomes with real-time clinical data using mathematical modelling

Alexander P. Browning, Thomas D. Lewin, Ruth E. Baker +5

Longitudinal tumour volume data from head-and-neck cancer patients show that tumours of comparable pre-treatment size and stage may respond very differently to the same radiotherap…