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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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| Yayımlandı: | PLoS Comput Biol |
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| Asıl Yazarlar: | , , , , , |
| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
Public Library of Science
2018
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| Konular: | |
| Online Erişim: | 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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