Effects of replacing the unreliable cDNA microarray measurements on the disease classification based on gene expression profiles and functional modules.
Dong WangYingli LvZheng GuoXia LiYanhui LiJing ZhuDa YangJianzhen XuChenguang WangShaoqi RaoBaofeng YangPublished in: Bioinform. (2006)
Keyphrases
- gene expression profiles
- functional modules
- related genes
- microarray
- gene expression
- biological networks
- cancer classification
- gene selection
- clustering analysis
- biological processes
- microarray datasets
- protein interaction networks
- gene expression data
- microarray data
- information flow
- high throughput
- unsupervised learning
- genomic data
- feature extraction
- machine learning
- machine learning methods
- feature selection
- protein protein interaction networks
- social networks