Monitoring ICU Mortality Risk with a Long Short-Term Memory Recurrent Neural Network.
Ke YuMingda ZhangTianyi CuiMilos HauskrechtPublished in: PSB (2020)
Keyphrases
- recurrent neural networks
- long short term memory
- intensive care unit
- high risk
- intensive care
- intensive care units
- risk factors
- decision support system
- neural network
- blood pressure
- recurrent networks
- complex valued
- feed forward
- risk management
- artificial neural networks
- reservoir computing
- medical data
- patient data
- echo state networks
- decision support
- health care
- feedforward neural networks
- hidden layer
- early warning
- clinical data
- neural model
- monitoring system
- nonlinear dynamic systems
- medical knowledge
- risk assessment
- expert systems
- statistical analysis
- data mining