Testing the Robustness of Attribution Methods for Convolutional Neural Networks in MRI-Based Alzheimer's Disease Classification.
Fabian EitelKerstin RitterPublished in: iMIMIC/ML-CDS@MICCAI (2019)
Keyphrases
- classification systems
- machine learning methods
- benchmark datasets
- preprocessing
- classification method
- pattern recognition
- classification accuracy
- cross validation
- roc curve
- statistical methods
- benchmark data sets
- medical images
- support vector
- statistical tests
- clinical applications
- machine learning
- convolutional neural networks
- computer aided
- machine learning algorithms
- support vector machine svm
- image classification
- multiresolution
- decision trees