Abstract: Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational Autoencoders.
Hristina UzunovaJan EhrhardtTimo KeppHeinz HandelsPublished in: Bildverarbeitung für die Medizin (2019)
Keyphrases
- medical images
- black box
- medical image analysis
- anatomical structures
- medical imaging
- medical image segmentation
- black boxes
- ct images
- mr images
- magnetic resonance images
- white box
- image intensity
- deformable models
- magnetic resonance imaging
- segmentation of medical images
- imaging modalities
- region of interest
- clinical applications
- medical diagnosis
- feature selection
- brain images
- white box testing
- medical data
- denoising
- integration testing
- clinical practice
- test cases
- x ray images
- magnetic resonance
- computed tomography
- medical image retrieval
- biomedical images
- computer aided diagnosis
- test data
- training data
- decision trees