Coupling sparse Cox models with clustering of longitudinal transcriptomics data for trauma prognosis.
Cláudia S. ConstantinoAlexandra M. CarvalhoSusana VingaPublished in: BioData Min. (2021)
Keyphrases
- data sets
- clustering algorithm
- experimental data
- categorical data
- prior knowledge
- high dimensional
- data sources
- accurate models
- clustering analysis
- data processing
- sparse data
- raw data
- training data
- multidimensional data
- historical data
- document clustering
- statistical methods
- high dimensional data
- data collection
- image data
- database
- regression model
- data clustering
- data objects
- spectral clustering
- unsupervised learning
- data mining
- data mining tasks
- model selection
- learned models
- survival analysis
- knowledge discovery
- data representations