Predicting Unnecessary Nodule Biopsies from a Small, Unbalanced, and Pathologically Proven Dataset by Transfer Learning.
Fangfang HanLinkai YanJunxin ChenYueyang TengShuo ChenShouliang QiWei QianJie YangWilliam MooreShu ZhangZhengrong LiangPublished in: J. Digit. Imaging (2020)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- cross domain
- labeled data
- transfer knowledge
- collaborative filtering
- reinforcement learning
- active learning
- manifold alignment
- computer aided
- breast cancer
- machine learning
- transferring knowledge
- multi task learning
- structure learning
- text categorization
- unlabeled data
- semi supervised learning
- domain adaptation
- text classification
- learning algorithm
- standard learning algorithms
- multi task
- context sensitive
- data mining
- target domain
- test data
- text mining
- cross domain learning
- algorithmic information theory
- neural network