Personalized Risk Scoring for Critical Care Prognosis using Mixtures of Gaussian Processes.
Ahmed M. AlaaJinsung YoonScott HuMihaela van der SchaarPublished in: CoRR (2016)
Keyphrases
- gaussian processes
- critical care
- gaussian process
- gaussian process regression
- covariance function
- medical care
- information seeking
- medical staff
- e learning
- risk management
- gaussian process models
- hyperparameters
- risk factors
- ecg signals
- risk assessment
- high risk
- survival analysis
- closed form
- cross validation
- model selection
- machine learning
- random sampling
- regression model