Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks.
Zachary Chase LiptonDavid C. KaleRandall C. WetzelPublished in: CoRR (2015)
Keyphrases
- recurrent neural networks
- chronic hepatitis
- long short term memory
- chaotic time series
- echo state networks
- neural network
- complex valued
- feed forward
- reservoir computing
- artificial neural networks
- clinical data
- recurrent networks
- feedforward neural networks
- patient data
- dynamic time warping
- non stationary
- medical databases
- multivariate time series
- clinical trials
- neural model
- clinical practice
- temporal abstractions
- artificial intelligence
- machine learning
- hebbian learning
- long term
- reinforcement learning