Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records.
Yikuan LiShishir RaoAbdelaali HassaïneRema RamakrishnanYajie ZhuDexter CanoyGholamreza Salimi KhorshidiThomas LukasiewiczKazem RahimiPublished in: CoRR (2020)
Keyphrases
- gaussian processes
- electronic health records
- gaussian process
- bayesian approaches
- gaussian process regression
- clinical data
- relevance vector machine
- health care
- clinical trials
- gaussian process models
- hyperparameters
- medical data
- multi task
- learning algorithm
- multi class
- covariance function
- random sampling
- medical records
- regression model
- information systems