Comparison of static and dynamic random forests models for EHR data in the presence of competing risks: predicting central line-associated bloodstream infection.
Elena AlbuShan GaoPieter StijnenFrank RademakersChristel JanssensVeerle CosseyYves DebaveyeLaure WynantsBen Van CalsterPublished in: CoRR (2024)
Keyphrases
- random forests
- data sets
- data analysis
- evolving data streams
- prior knowledge
- machine learning algorithms
- database
- knowledge discovery
- random forest
- data points
- data sources
- information extraction
- training examples
- logistic regression
- feature extraction
- image segmentation
- regression trees
- genetic algorithm
- decision tree ensembles