Random Forest and Gene Networks for Association of SNPs to Alzheimer's Disease.
Gilderlanio S. AraújoManuela R. B. SouzaJoão Ricardo M. OliveiraIvan G. CostaPublished in: BSB (2013)
Keyphrases
- random forest
- gene networks
- gene gene
- complex diseases
- microarray
- genome wide association studies
- microarray data
- biological data
- gene regulatory networks
- single nucleotide polymorphisms
- decision trees
- gene expression data
- genome wide
- linkage disequilibrium
- high throughput
- gene expression
- ensemble methods
- systems biology
- multi label
- reverse engineering
- gene sets
- feature set
- fold cross validation
- gene ontology
- prediction accuracy
- gene selection
- high dimensionality
- association studies
- image classification
- gene expression profiles
- neural network