Evaluation of gene-drug common module identification methods using pharmacogenomics data.
Jie HuangJiazhou ChenBin ZhangLei ZhuHongmin CaiPublished in: Briefings Bioinform. (2021)
Keyphrases
- data mining methods
- data sets
- statistical methods
- high dimensional data
- data mining techniques
- gold standard
- data collection
- image data
- data quality
- database
- data points
- input data
- data sources
- significant improvement
- preprocessing
- microarray
- data analysis
- human experts
- spectral clustering
- evaluation metrics
- gene networks
- network structure
- data processing
- knowledge discovery
- training data
- decision trees