GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification.
Maayan Frid-AdarIdit DiamantEyal KlangMichal AmitaiJacob GoldbergerHayit GreenspanPublished in: Neurocomputing (2018)
Keyphrases
- medical images
- ct images
- region of interest
- medical imaging
- medical diagnosis
- deformable models
- medical image segmentation
- computed tomography
- magnetic resonance
- image classification
- feature selection
- medical image analysis
- feature vectors
- feature space
- mr images
- text classification
- medical image registration
- anatomical structures
- medical data
- medical image retrieval
- pattern recognition
- imaging modalities
- biomedical images
- multi modality
- magnetic resonance imaging
- feature extraction
- computer aided diagnosis
- convolutional neural network
- mri images
- ct data
- x ray images
- expert systems
- image processing