Interpretable Additive Recurrent Neural Networks For Multivariate Clinical Time Series.
Asif RahmanYale ChangJonathan RubinPublished in: CoRR (2021)
Keyphrases
- recurrent neural networks
- chronic hepatitis
- multivariate time series
- chaotic time series
- echo state networks
- neural network
- complex valued
- medical databases
- reservoir computing
- multivariate time series data
- feed forward
- multivariate data
- temporal abstractions
- nonlinear dynamic systems
- dynamic time warping
- cascade correlation
- recurrent networks
- long short term memory
- artificial neural networks
- clinical practice
- feedforward neural networks
- neural model
- regression model
- neural models
- patient data
- stock market
- decision making
- autoregressive
- control method
- real valued