Utilization of virtual samples to facilitate cancer identification for DNA microarray data in the early stages of an investigation.
Der-Chiang LiYao-Hwei FangYung-Yao LaiSusan C. HuPublished in: Inf. Sci. (2009)
Keyphrases
- early stage
- dna microarray data
- dna microarray
- gene selection
- cancer diagnosis
- microarray
- molecular biology
- gene expression
- microarray data
- gene expression data
- gene expression profiles
- relevant genes
- tissue samples
- cancer classification
- microarray datasets
- high throughput
- data sets
- high dimensionality
- small sample size
- machine learning
- principal component analysis
- high dimensional
- training data