Bayesian approach for predicting responses to therapy from high-dimensional time-course gene expression profiles.
Arika FukushimaMasahiro SugimotoSatoru HiwaTomoyuki HiroyasuPublished in: BMC Bioinform. (2021)
Keyphrases
- gene expression profiles
- high dimensional
- gene expression data
- microarray data
- microarray
- gene expression
- gene selection
- meta analysis
- high dimensionality
- yeast cell cycle
- low dimensional
- tumor classification
- dna microarray
- cancer classification
- high dimensional data
- data sets
- gene expression datasets
- gene networks
- self organizing maps
- dimensionality reduction
- gene regulatory networks
- training data
- nearest neighbor
- gene expression patterns
- feature space
- feature subset
- biological data
- object recognition
- experimental conditions
- machine learning
- text categorization
- support vector machine svm