On the neural network classification of medical data and an endeavour to balance non-uniform data sets with artificial data extension.
Lassi AutioMartti JuholaJorma LaurikkalaPublished in: Comput. Biol. Medicine (2007)
Keyphrases
- medical data
- data sets
- neural network
- medical data sets
- medical images
- learning vector quantization
- pattern recognition
- medical information
- benchmark data sets
- classification accuracy
- clinical data
- support vector
- data mining
- medical data mining
- information systems
- training set
- decision trees
- imaging modalities
- data miners
- original data
- artificial intelligence
- real world
- multi layer perceptron
- classification rules
- support vector machine
- artificial neural networks
- training data
- feature selection