TimesVector: a vectorized clustering approach to the analysis of time series transcriptome data from multiple phenotypes.

Abstract excerpt

MOTIVATION: Identifying biologically meaningful gene expression patterns from time series gene expression data is important to understand the underlying biological mechanisms. To identify significantly perturbed gene sets between different phenotypes, analysis of time series transcriptome data requires consideration of time and sample dimensions. Thus, the analysis of such time series data seeks to search gene...

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