Self-Supervised Transfer Learning Based on Domain Adaptation for Benign-Malignant Lung Nodule Classification on Thoracic CT.
Hong HuangRuoyu WuYuan LiChao PengPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- lung nodules
- domain adaptation
- transfer learning
- benign and malignant
- target domain
- cross domain
- ct images
- manifold alignment
- computer aided diagnosis
- labeled data
- learning tasks
- cross domain text classification
- transfer knowledge
- source domain
- breast cancer
- text classification
- x ray images
- semi supervised
- semi supervised learning
- active learning
- multiple sources
- lung cancer
- collaborative filtering
- machine learning
- document classification
- knowledge transfer
- reinforcement learning
- text categorization
- sentiment classification
- unlabeled data
- co training
- computer aided
- machine learning algorithms
- supervised learning
- computed tomography
- ct scans
- domain specific
- early detection
- decision trees
- test data
- computer vision
- learning algorithm