Evaluating neural network robustness for melanoma classification using mutual information.
Molly O'BrienJulia V. BukowskiGreg HagerAria PezeshkMathias UnberathPublished in: Medical Imaging: Image Processing (2022)
Keyphrases
- mutual information
- neural network
- learning vector quantization
- pattern recognition
- feature selection
- image registration
- classification accuracy
- support vector machine
- pattern classification
- decision trees
- automatic classification
- model selection
- support vector machine svm
- classification scheme
- information theoretic
- similarity measure
- feature extraction
- supervised learning
- parzen window
- unsupervised learning
- classification models
- information gain
- training process
- machine learning
- multi layer perceptron
- classification algorithm
- feature vectors
- training set
- feature space
- computer vision
- incremental learning
- training samples
- image classification
- information theoretic measures
- conditional mutual information