The Ability of Different Imputation Methods to Preserve the Significant Genes and Pathways in Cancer.
Rosa AghdamTaban BaghfalakiPegah KhosraviElnaz Saberi AnsariPublished in: Genom. Proteom. Bioinform. (2017)
Keyphrases
- gene selection
- gene expression profiles
- expression profiles
- differential expression
- gene expression
- biological pathways
- microarray data
- microarray
- missing values
- dna microarray
- statistical significance
- cancer diagnosis
- metabolic pathways
- candidate genes
- breast cancer
- imputation methods
- colon cancer
- missing data imputation
- gene expression data
- missing data
- gene interactions
- cancer classification
- biologically relevant
- decision trees
- gene ontology
- training data