Deep Recurrent Neural Networks for Mortality Prediction in Intensive Care using Clinical Time Series at Multiple Resolutions.
Suparna GhanvatkarVaibhav RajanPublished in: ICIS (2019)
Keyphrases
- intensive care
- recurrent neural networks
- chaotic time series
- prognostic models
- patient data
- septic shock
- health care
- echo state networks
- intensive care unit
- decision support
- neural network
- feed forward
- decision support system
- recurrent networks
- classification trees
- phase space
- prediction model
- prediction accuracy
- artificial neural networks
- training data
- decision trees
- clinical data
- genetic algorithm
- databases