Clustering gene expression time series data using an infinite Gaussian process mixture model

Transcriptome-wide time series expression profiling is used to characterize the cellular response to environmental perturbations. The first step to analyzing transcriptional response data is often to cluster genes with similar responses. Here, we present a nonparametric model-based method, Dirichlet...

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Detalles Bibliográficos
Autores principales: McDowell, Ian C., Manandhar, Dinesh, Vockley, Christopher M., Schmid, Amy K., Reddy, Timothy E., Engelhardt, Barbara E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5786324/
https://www.ncbi.nlm.nih.gov/pubmed/29337990
http://dx.doi.org/10.1371/journal.pcbi.1005896

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5786324/
https://www.ncbi.nlm.nih.gov/pubmed/29337990
http://dx.doi.org/10.1371/journal.pcbi.1005896

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