Personalized Risk Scoring for Critical Care Prognosis Using Mixtures of Gaussian Processes.
Ahmed M. AlaaJinsung YoonScott HuMihaela van der SchaarPublished in: IEEE Trans. Biomed. Eng. (2018)
Keyphrases
- gaussian processes
- critical care
- gaussian process
- gaussian process regression
- medical staff
- information seeking
- risk factors
- medical care
- risk management
- covariance function
- risk assessment
- e learning
- ecg signals
- decision making
- hyperparameters
- expectation maximization
- information extraction
- gaussian process models
- data mining
- multi task
- cross validation
- non stationary
- survival analysis
- k means
- pairwise