Classification of thyroid nodules in ultrasound images using deep model based transfer learning and hybrid features.
Tianjiao LiuShuaining XieJing YuLijuan NiuWeidong SunPublished in: ICASSP (2017)
Keyphrases
- ultrasound images
- transfer learning
- feature vectors
- text classification
- feature extraction
- speckle noise
- feature set
- machine learning
- knowledge transfer
- feature space
- cross domain learning
- labeled data
- class labels
- cross domain
- machine learning algorithms
- feature selection
- medical ultrasound
- multi task
- active learning
- edge detection
- prior knowledge
- ct images
- semi supervised learning
- decision trees
- ultrasound imaging
- collaborative filtering
- transfer knowledge
- speckle reduction
- model selection
- unsupervised learning
- text mining
- support vector machine
- learning process
- high dimensional
- multiscale
- information retrieval