Knowledge-based approach to septic shock patient data using a neural network with trapezoidal activation functions.
Jürgen PaetzPublished in: Artif. Intell. Medicine (2003)
Keyphrases
- patient data
- activation function
- septic shock
- neural network
- clinical data
- back propagation
- feed forward neural networks
- artificial neural networks
- neural architecture
- intraoperative
- hidden layer
- intensive care
- feed forward
- domain experts
- domain knowledge
- medical data
- medical records
- radial basis function
- neural nets
- multilayer perceptron
- knowledge representation
- pattern recognition
- knowledge base
- membership functions
- x ray
- prior knowledge
- expert systems
- learning algorithm
- recurrent neural networks
- learning rate
- fuzzy numbers
- computer assisted
- statistical analysis
- training phase