Classification of breast lesions in ultrasound images using deep convolutional neural networks: transfer learning versus automatic architecture design.
Alaa AlZoubiFeng LuYicheng ZhuTao YingMohmmed AhmedHongbo DuPublished in: Medical Biol. Eng. Comput. (2024)
Keyphrases
- ultrasound images
- transfer learning
- ultrasound imaging
- digital mammograms
- text classification
- machine learning
- breast tissue
- convolutional neural networks
- knowledge transfer
- machine learning algorithms
- speckle noise
- labeled data
- cross domain learning
- reinforcement learning
- active learning
- medical ultrasound
- cross domain
- computer aided diagnosis
- text categorization
- class labels
- semi supervised learning
- unsupervised learning
- supervised learning
- feature vectors
- feature selection
- learning algorithm
- data sets
- fully automatic
- text mining
- semi supervised
- transfer knowledge
- feature extraction
- speckle reduction
- information retrieval
- data mining