Hypergraph models of biological networks to identify genes critical to pathogenic viral response.
Song FengEmily HeathBrett A. JeffersonCliff A. JoslynHenry KvingeHugh D. MitchellBrenda PraggastisAmie J. EisfeldAmy C. SimsLarissa B. ThackrayShufang FanKevin B. WaltersPeter J. HalfmannDanielle Westhoff-SmithQing TanVineet D. MenacheryTimothy P. SheahanAdam S. CockrellJacob F. KocherKelly G. StrattonNatalie C. HellerLisa M. BramerMichael S. DiamondRalph S. BaricKatrina M. WatersYoshihiro KawaokaJason E. McDermottEmilie PurvinePublished in: BMC Bioinform. (2021)
Keyphrases
- biological networks
- gene expression
- probabilistic model
- systems biology
- biological processes
- biological systems
- gene regulatory networks
- biological data
- data structure
- biologically relevant
- biologically meaningful
- protein protein interaction networks
- computational models
- statistical models
- microarray data
- gene expression data
- statistical methods
- complex networks
- statistical model
- complex systems
- markov chain
- graphical models
- text mining
- machine learning