A neural network made of a Kohonen's SOM coupled to a MLP trained via backpropagation for the diagnosis of malignant breast cancer from digital mammograms.
Túlio Cesar Soares dos Santos AndréAntonio C. R. da SilvaPublished in: IJCNN (1999)
Keyphrases
- neural network
- back propagation
- multilayer perceptron
- benign and malignant
- breast cancer
- digital mammograms
- self organizing maps
- clustered microcalcifications
- diagnosis of breast cancer
- breast cancer diagnosis
- multi layer perceptron
- digital mammography
- fault diagnosis
- breast cancer detection
- backpropagation algorithm
- trained neural network
- artificial neural networks
- mammographic images
- multilayer neural network
- feed forward
- cad systems
- bp algorithm
- bp neural network
- hidden layer
- feed forward neural networks
- feedforward neural networks
- competitive learning
- breast tumors
- receiver operating characteristic
- computer aided diagnosis
- activation function
- backpropagation neural network
- breast tissue
- digitized mammograms
- logistic regression
- early detection
- neural nets
- neural network model
- radial basis function
- fuzzy logic
- genetic algorithm
- radial basis
- mlp neural networks
- fuzzy artmap
- roc curve
- text classification
- learning algorithm
- microcalcification clusters
- computer aided
- k means