Inference of causal networks from time-varying transcriptome data via sparse coding.

Temporal analysis of genome-wide data can provide insights into the underlying mechanism of the biological processes in two ways. First, grouping the temporal data provides a richer, more robust representation of the underlying processes that are co-regulated. The net result is a significant dimensi...

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Bibliographic Details
Main Authors: Kai Zhang, Ju Han, Torsten Groesser, Gerald Fontenay, Bahram Parvin
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/22916126/pdf/?tool=EBI