Temporal Nodes Causal Discovery for in Intensive Care Unit Survival Analysis.
Ana Rita NogueiraCarlos Abreu FerreiraJoão GamaPublished in: EPIA (2022)
Keyphrases
- survival analysis
- causal discovery
- prognostic models
- intensive care unit
- causal models
- breast cancer
- causal relationships
- intensive care
- regression model
- bayesian networks
- discovery process
- machine learning
- data mining methods
- logistic regression
- data mining
- decision support system
- directed acyclic graph
- directed graph
- evolutionary computing
- conditional independence
- predictive modeling
- blood pressure
- prostate cancer
- medical data
- risk factors
- high risk
- data mining techniques
- decision support
- knowledge discovery
- data analysis
- training data
- cross validation