A Fast and Furious Bayesian Network and Its Application of Identifying Colon Cancer to Liver Metastasis Gene Regulatory Networks.
Enze LiuJin LiGarrett KinnebrewPengyue ZhangYan ZhangLijun ChengLang LiPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2021)
Keyphrases
- gene regulatory networks
- colon cancer
- gene expression data
- bayesian networks
- structure learning
- microarray
- gene networks
- gene expression
- dynamic bayesian networks
- cancer classification
- cancer diagnosis
- microarray data
- reverse engineering
- network model
- systems biology
- gene selection
- conditional independence
- probabilistic inference
- biological processes
- graphical models
- high throughput
- biological data
- bayesian inference
- data sets
- high dimensionality
- biological networks
- breast cancer
- probabilistic model
- feature selection
- conditional probabilities
- random variables
- microarray datasets
- principal component analysis
- data mining