Tissue-based Alzheimer gene expression markers - comparison of multiple machine learning approaches and investigation of redundancy in small biomarker sets.
Lena ScheubertMitja LustrekRainer SchmidtDirk RepsilberGeorg FuellenPublished in: BMC Bioinform. (2012)
Keyphrases
- gene expression
- machine learning approaches
- gene expression data
- microarray
- microarray data
- differentially expressed genes
- biological processes
- gene expression analysis
- dna microarray
- machine learning methods
- gene regulation
- regulatory networks
- machine learning
- machine learning algorithms
- gene expression data analysis
- high dimensionality
- gene selection
- gene expression profiles
- high throughput
- gene expression patterns
- binding sites
- data sets
- tissue samples
- gene interactions
- genomic data
- biological networks
- gene regulatory networks
- data mining
- transcription factors
- data mining methods
- co occurrence
- similarity measure
- functional genomics
- colon cancer
- databases