Enhanced prediction of hemoglobin concentration in a very large cohort of hemodialysis patients by means of deep recurrent neural networks.
Oscar J. Pellicer-ValeroIsabella CattinelliLuca NeriFlavio MariJosé David Martín-GuerreroCarlo BarbieriPublished in: Artif. Intell. Medicine (2020)
Keyphrases
- recurrent neural networks
- chaotic time series
- feed forward
- neural network
- prediction accuracy
- echo state networks
- recurrent networks
- neural model
- artificial neural networks
- complex valued
- reservoir computing
- cascade correlation
- nonlinear dynamic systems
- human resources
- hidden layer
- long short term memory
- feedforward neural networks
- medical data
- back propagation
- knowledge base