Individual Drug Treatment Prediction in Oncology Based on Machine Learning Using Cell Culture Gene Expression Data.
Nikolay BorisovVictor TkachevIlya MuchnikAnton BuzdinPublished in: ICCBB (2017)
Keyphrases
- gene expression data
- machine learning
- gene expression
- microarray
- feature selection
- prediction accuracy
- data sets
- high dimensionality
- gene regulatory networks
- gene expression data analysis
- gene expression analysis
- clustering gene expression data
- analysis of gene expression data
- microarray data
- gene expression profiling
- microarray gene expression data
- high dimensional data
- gene expression datasets
- cancer classification
- gene selection
- high dimensional
- drug design
- microarray datasets
- gene expression profiles
- dna microarray
- computational biology
- pattern recognition
- gene networks
- training data
- gene expression levels
- regulatory networks
- data analysis
- machine learning methods
- gene expression patterns
- gene expression data sets
- feature space
- natural language processing
- decision trees
- gene regulation
- cancer diagnosis
- drug discovery
- gene ontology
- database