Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images.
Michal ByraGrzegorz StyczynskiCezary SzmigielskiPiotr KalinowskiLukasz MichalowskiRafal PaluszkiewiczHanna Piotrzkowska-WróblewskaKrzysztof ZieniewiczPiotr SobierajAndrzej NowickiPublished in: Int. J. Comput. Assist. Radiol. Surg. (2018)
Keyphrases
- transfer learning
- ultrasound images
- convolutional neural network
- ultrasound probe
- face detection
- knowledge transfer
- medical ultrasound
- labeled data
- collaborative filtering
- speckle noise
- reinforcement learning
- active learning
- cross domain
- edge detection
- machine learning
- ultrasound imaging
- transfer knowledge
- text classification
- target domain
- semi supervised learning
- text categorization
- neural network
- learning algorithm
- machine learning algorithms
- text mining
- speckle reduction
- carotid artery
- detection method
- unsupervised learning
- face recognition
- feature selection
- data mining