Gene Selection and Clustering for Time-course and Dose-response Microarray Experiments Using Order-restricted Inference.
Shyamal D. PeddadaEdward K. LobenhoferLeping LiCynthia A. AfshariClarice R. WeinbergDavid M. UmbachPublished in: Bioinform. (2003)
Keyphrases
- microarray
- gene selection
- microarray data analysis
- microarray data
- gene expression
- gene expression profiles
- high throughput
- gene expression data
- high dimensionality
- cancer classification
- gene expression analysis
- dna microarray
- gene expression data analysis
- clustering analysis
- cancer diagnosis
- experimental conditions
- gene ontology
- microarray datasets
- microarray analysis
- differentially expressed genes
- molecular biology
- dna microarray data
- ovarian cancer
- relevant genes
- clustering algorithm
- gene expression datasets
- gene networks
- gene expression data sets
- cluster analysis
- informative genes
- high dimensional data
- feature selection
- gene clusters
- support vector machine svm
- k means
- colon cancer