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Inferring time derivatives including cell growth rates using Gaussian processes

Often the time derivative of a measured variable is of as much interest as the variable itself. For a growing population of biological cells, for example, the population's growth rate is typically more important than its size. Here we introduce a non-parametric method to infer first and second...

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Foilsithe in:Nat Commun
Main Authors: Swain, Peter S., Stevenson, Keiran, Leary, Allen, Montano-Gutierrez, Luis F., Clark, Ivan B.N., Vogel, Jackie, Pilizota, Teuta
Formáid: Artigo
Teanga:Inglês
Foilsithe: Nature Publishing Group 2016
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5159892/
https://ncbi.nlm.nih.gov/pubmed/27941811
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/ncomms13766
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