Explainable Uncertainty-Aware Convolutional Recurrent Neural Network for Irregular Medical Time Series.
Qingxiong TanMang YeAndy Jinhua MaBaoyao YangTerry Cheuk-Fung YipGrace Lai-Hung WongPong C. YuenPublished in: IEEE Trans. Neural Networks Learn. Syst. (2021)
Keyphrases
- recurrent neural networks
- chaotic time series
- echo state networks
- recurrent networks
- complex valued
- medical databases
- feed forward
- neural network
- hidden layer
- artificial neural networks
- reservoir computing
- non stationary
- dynamic time warping
- feedforward neural networks
- neural model
- long short term memory
- uncertain data
- medical data
- autoregressive
- medical experts
- artificial intelligence
- restricted boltzmann machine
- medical imaging
- fuzzy logic
- decision making
- nonlinear dynamic systems
- data mining