Individualized Risk Prognosis for Critical Care Patients: A Multi-task Gaussian Process Model.
Ahmed M. AlaaJinsung YoonScott HuMihaela van der SchaarPublished in: CoRR (2017)
Keyphrases
- critical care
- multi task
- gaussian processes
- gaussian process models
- medical staff
- medical care
- learning tasks
- gaussian process
- multi class
- high risk
- feature selection
- learning problems
- ecg signals
- transfer learning
- risk assessment
- learning styles
- patient care
- learning process
- machine learning
- computer vision
- maximum likelihood
- image processing