Interpretable Deep Neural Networks for Patient Mortality Prediction: A Consensus-based Approach.
Shaeke SalmanSeyedeh Neelufar PayrovnaziriXiuwen LiuZhe HePublished in: CoRR (2019)
Keyphrases
- neural network
- intensive care
- artificial neural networks to predict
- prediction accuracy
- prediction model
- artificial neural networks
- patient outcomes
- neural network ensemble
- medical data
- patient data
- pattern recognition
- recurrent neural networks
- back propagation
- genetic algorithm
- neural networks and support vector machines
- prognostic models
- multi layer perceptron
- decision support system
- intensive care unit
- self organizing maps
- fuzzy logic
- clinical trials
- decision trees
- medical treatment
- prediction algorithm
- radial basis function network
- early detection
- clinical data
- decision support
- prediction error
- neural network model
- chaotic time series
- neural nets
- classification rules