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Identifying stochastic oscillations in single-cell live imaging time series using Gaussian processes

Multiple biological processes are driven by oscillatory gene expression at different time scales. Pulsatile dynamics are thought to be widespread, and single-cell live imaging of gene expression has lead to a surge of dynamic, possibly oscillatory, data for different gene networks. However, the regu...

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Detalles Bibliográficos
Autores principales: Phillips, Nick E., Manning, Cerys, Papalopulu, Nancy, Rattray, Magnus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5444866/
https://www.ncbi.nlm.nih.gov/pubmed/28493880
http://dx.doi.org/10.1371/journal.pcbi.1005479