Personalized Risk Scoring for Critical Care Patients using Mixtures of Gaussian Process Experts.
Ahmed M. AlaaJinsung YoonScott HuMihaela van der SchaarPublished in: CoRR (2016)
Keyphrases
- critical care
- gaussian process
- gaussian processes
- medical staff
- medical care
- regression model
- model selection
- bayesian framework
- gaussian process regression
- information seeking
- risk factors
- hyperparameters
- high risk
- blood pressure
- latent variables
- risk management
- ecg signals
- semi supervised
- risk assessment
- mixture model
- gaussian process models
- health care
- information retrieval
- image reconstruction
- expectation maximization
- patient care
- intensive care unit
- air traffic control
- e learning
- domain experts
- noise level
- video sequences