Using StyleGAN for Visual Interpretability of Deep Learning Models on Medical Images.
Kathryn SchutteOlivier MoindrotPaul HérentJean-Baptiste SchirattiSimon JégouPublished in: CoRR (2021)
Keyphrases
- medical images
- learning models
- medical image retrieval
- machine learning
- mr images
- deformable models
- anatomical structures
- loss function
- semi supervised learning
- learning algorithm
- learning tasks
- medical imaging
- machine learning algorithms
- classification models
- medical image analysis
- imaging modalities
- magnetic resonance imaging
- biomedical images
- medical image segmentation
- conditional random fields
- learning problems
- x ray images
- segmentation of medical images
- visual features
- image segmentation
- decision trees
- active learning