Improved Disease Outcome Prediction based on Microarray and Clinical Data Combination and Pre-validation.
Jana SilhaváPavel SmrzPublished in: BIOINFORMATICS (2010)
Keyphrases
- microarray
- clinical data
- outcome prediction
- gene expression datasets
- gene expression
- gene expression data
- genomic data
- high throughput
- medical data
- microarray data
- gene ontology
- gene expression profiles
- gene selection
- gene networks
- cancer classification
- raw data
- high dimensionality
- statistical analysis
- experimental conditions
- expression profiles
- gene expression analysis
- knowledge discovery
- gene sets
- molecular biology
- domain experts
- cell cycle
- mr images
- breast cancer
- regulatory networks
- protein protein interaction networks
- cancer diagnosis
- microarray datasets
- transcription factors
- real world
- data model
- biological data
- feature selection
- data sources
- medical images
- genome wide
- systems biology