Edinburgh Research Explorer

Inferring time derivatives, including cell growth rates, using Gaussian processes

Dataset

Related Edinburgh Organisations

PublisherEdinburgh DataShare
Date made availableMay 2016

Abstract

We infer growth rate from measurements of the optical density of populations of microbial cells and estimate the rate of in vitro assembly of an amyloid fibril and both the speed and acceleration of two separating spindle pole bodies in a single yeast cell. Being accessible through both a GUI and from scripts, our algorithm should have broad application across the sciences.

Data Citation

Swain, Peter; Stevenson, Keiran; Leary, Allen; Montano-Gutierrez, Luis Fernando; Clark, Ivan; Vogel, Jackie; Pilizota, Teuta. (2016). Inferring time derivatives, including cell growth rates, using Gaussian processes, [dataset]. University of Edinburgh, School of Biological Sciences.

ID: 25317020