Comparing Imputation Procedures for Affymetrix Gene Expression Datasets Using MAQC Datasets.
Sreevidya Sadananda Sadasiva RaoLori A. ShepherdAndrew E. BrunoSong LiuJeffrey C. MiecznikowskiPublished in: Adv. Bioinformatics (2013)
Keyphrases
- gene expression datasets
- microarray
- gene expression data
- gene expression
- microarray data
- high throughput
- gene selection
- gene expression analysis
- gene expression profiles
- experimental conditions
- gene networks
- microarray datasets
- cancer classification
- high dimensionality
- molecular biology
- gene ontology
- missing values
- microarray data analysis
- missing data
- decision trees
- clustering analysis
- systems biology
- biological data
- biological processes
- machine learning
- real life
- statistical analysis
- high precision