Cancer classification from time series microarray data through regulatory Dynamic Bayesian Networks.
Konstantina KourouGeorge RigasCostas PapaloukasMichael MitsisDimitrios I. FotiadisPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- dynamic bayesian networks
- microarray data
- cancer classification
- gene selection
- microarray
- cancer diagnosis
- bayesian networks
- gene expression data
- microarray gene expression data
- gene expression
- data sets
- particle filtering
- informative genes
- gene regulatory networks
- colon cancer
- approximate inference
- feature selection
- structure learning
- high dimensional
- cluster analysis
- biological data
- gene expression profiles
- analysis of gene expression
- transcription factors
- random forest
- dna microarray
- microarray datasets
- high throughput
- graphical models
- experimental conditions
- gene sets
- high dimensionality
- face recognition
- data mining