Possible Disease-Link Genetic Pathways Constructed by Hierarchical Clustering and Conditional Probabilities of Ovarian Carcinoma Microarray Data.
Hsiao-Han KoKuo-Jin TsengLi-Min WeiMeng-Hsiun TsaiPublished in: IIH-MSP (2010)
Keyphrases
- hierarchical clustering
- conditional probabilities
- ovarian cancer
- microarray data
- gene selection
- differentially expressed genes
- bayesian networks
- microarray
- probabilistic model
- probability distribution
- gene expression
- early detection
- clustering method
- gene sets
- random variables
- feature selection
- cluster analysis
- biologically meaningful
- gene expression data
- high dimensional
- data sets
- cancer diagnosis
- mass spectra
- k means
- class labels
- single nucleotide polymorphisms
- regulatory networks
- clustering algorithm
- gene networks
- microarray datasets
- signaling pathways
- biological knowledge
- biological data
- cluster ensemble
- fold cross validation
- pairwise