Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method.
Michal ByraGrzegorz StyczynskiCezary SzmigielskiPiotr KalinowskiLukasz MichalowskiRafal PaluszkiewiczBogna Ziarkiewicz-WroblewskaKrzysztof ZieniewiczAndrzej NowickiPublished in: CoRR (2020)
Keyphrases
- learning models
- reconstruction method
- classification models
- ultrasound images
- machine learning algorithms
- machine learning
- image reconstruction
- support vector
- classification accuracy
- loss function
- feature extraction
- decision trees
- feature selection
- liver disease
- learning tasks
- conditional random fields
- text classification
- support vector machine svm
- semi supervised learning
- image analysis
- learning algorithm
- image classification
- support vector machine
- unsupervised learning
- feature set
- dimensionality reduction
- feature vectors
- object recognition
- disease diagnosis