Statistical assessment and visualization of synergies for large-scale sparse drug combination datasets.
Arnaud AmzallagSridhar RamaswamyCyril H. BenesPublished in: BMC Bioinform. (2019)
Keyphrases
- scientific data analysis
- interactive visualization
- real world
- statistical analysis
- dictionary learning
- small scale
- sparse representation
- software engineering
- synthetic datasets
- statistical models
- self organizing maps
- real life
- information theoretic
- statistical information
- sparse data
- statistical inference
- sparse matrix
- million images
- benchmark datasets
- feature space
- statistical methods
- natural images
- data visualization
- data driven
- decision trees
- drug discovery
- data sets