Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images.
Sambuddha GhosalPratik ShahPublished in: CoRR (2020)
Keyphrases
- medical images
- deep learning
- unsupervised feature learning
- medical imaging
- biomedical images
- anatomical structures
- medical image retrieval
- magnetic resonance
- clinical applications
- medical image segmentation
- computer aided diagnosis
- medical image analysis
- mr images
- deformable models
- magnetic resonance images
- magnetic resonance imaging
- region of interest
- low level
- imaging modalities
- ct images
- brain images
- feature extraction
- machine learning
- image features
- feature vectors
- unsupervised learning
- higher order
- multiscale
- visual features
- natural images
- segmentation of medical images
- feature space
- spatial information
- object recognition
- weakly supervised
- co occurrence
- probabilistic model