Patient Prognosis from Vital Sign Time Series: Combining Convolutional Neural Networks with a Dynamical Systems Approach.
Li-Wei H. LehmanMohammad M. GhassemiJasper SnoekShamim NematiPublished in: CinC (2015)
Keyphrases
- dynamical systems
- convolutional neural networks
- phase space
- differential equations
- dynamic systems
- nonlinear dynamical systems
- linear systems
- therapy planning
- linear dynamical systems
- control theory
- qualitative simulation
- state space
- convolutional network
- agent environment
- partially observable
- cancer patients
- breast cancer
- dynamical behavior
- nonlinear dynamics
- intensive care
- qualitative reasoning
- autoregressive
- hidden markov models
- discrete dynamical systems