Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks.
Zhibo YangYanan YangYunzhe XueFrank Y. ShihJustin W. AdyUsman RoshanPublished in: BIBM (2020)
Keyphrases
- medical images
- robust classification
- neural network
- anatomical structures
- medical image segmentation
- image intensity
- medical imaging
- medical image analysis
- medical databases
- deformable models
- morphological image analysis
- magnetic resonance imaging
- mr images
- medical data
- imaging modalities
- pattern recognition
- ct images
- magnetic resonance images
- magnetic resonance
- biomedical images
- segmentation of medical images
- x ray images
- brain images
- subspace methods
- machine learning
- recognition rate