Detecting time periods of differential gene expression using Gaussian processes: an application to endothelial cells exposed to radiotherapy dose fraction.
Markus HeinonenOlivier GuipaudFabien MilliatValérie BuardBéatrice MicheauGeorges TarletMarc BenderitterFarida ZehraouiFlorence d'Alché-BucPublished in: Bioinform. (2015)
Keyphrases
- gaussian processes
- gene expression
- analysis of gene expression
- microarray
- gene expression data
- microarray data
- gaussian process
- gene expression patterns
- gaussian process regression
- biological processes
- gene regulation
- hyperparameters
- gene expression profiles
- lung cancer
- multi task
- support vector
- data sets
- markov random field
- data analysis
- cancer classification
- similarity measure
- data mining