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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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| Publicado no: | PLoS Comput Biol |
|---|---|
| Main Authors: | , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Public Library of Science
2018
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5786324/ https://ncbi.nlm.nih.gov/pubmed/29337990 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1005896 |
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