Identifying Gene Pathways Associated with Cancer Characteristics via Sparse Statistical Methods.
Shuichi KawanoTeppei ShimamuraAtsushi NiidaSeiya ImotoRui YamaguchiMasao NagasakiRyo YoshidaCristin G. PrintSatoru MiyanoPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2012)
Keyphrases
- statistical methods
- statistical analysis
- biological data
- computational methods
- gene regulatory networks
- statistical approaches
- gene interactions
- gene expression profiles
- gene selection
- machine learning methods
- machine learning
- breast cancer
- statistical tests
- expression profiles
- gene expression
- statistical models
- differential expression
- signaling pathways
- gene expression data
- genome scale
- high dimensional
- cancer classification
- gene expression patterns
- risk factors
- biological pathways
- database
- gene products
- protein protein interaction networks
- dna microarray
- cancer diagnosis
- gene networks
- probabilistic model
- biomedical literature
- gene ontology