Employing Weighted Biological Network Structure for Finding Disease Genetic Markers in SNP Association Studies.
Jaeyoung KimMiyoung ShinPublished in: BIBM (2011)
Keyphrases
- network structure
- association studies
- single nucleotide polymorphisms
- haplotype inference
- genome wide
- linkage disequilibrium
- complex diseases
- network topology
- high throughput
- computational approaches
- network analysis
- genome wide association studies
- human genome
- complex networks
- social networks
- dna sequences
- link prediction
- answer set programming
- entropy minimization
- branch and bound algorithm
- gene sets
- highly correlated
- protein protein interactions
- genomic data
- copy number
- microarray
- genetic variation
- variable selection
- multi population
- statistical methods
- model selection
- lower bound
- objective function