DRIVE: Machine Learning to Identify Drivers of Cancer with High-Dimensional Genomic Data & Imputed Labels.
Adnan AkbarAndrey SolovyevJohn W. CassidyNirmesh PatelHarry W. CliffordPublished in: CoRR (2021)
Keyphrases
- genomic data
- machine learning
- high dimensional
- outcome prediction
- gene expression data
- gene expression profiles
- high throughput
- biological data
- gene expression
- microarray data
- learning algorithm
- missing data
- low dimensional
- microarray
- feature selection
- gene selection
- experimental conditions
- protein protein interactions
- machine learning algorithms
- data integration
- high dimensional data
- dimensionality reduction
- transcription factors
- related genes
- data analysis
- data sets
- computational biology
- high dimensionality
- missing values
- data collection
- co occurrence
- nearest neighbor
- information extraction
- data points
- feature space