Addressing class imbalance in deep learning for small lesion detection on medical images.
Alessandro BriaClaudio MarroccoFrancesco TortorellaPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- medical images
- deep learning
- computer aided diagnosis
- lesion detection
- class imbalance
- medical imaging
- class distribution
- active learning
- anatomical structures
- magnetic resonance images
- unsupervised learning
- mr images
- deformable models
- small number
- magnetic resonance imaging
- cost sensitive
- weakly supervised
- high dimensionality
- region of interest
- machine learning
- mental models
- computer aided
- magnetic resonance
- image processing
- feature selection
- image analysis
- training data
- semi supervised
- decision trees
- multi class
- computer vision