When Accuracy Meets Privacy: Two-Stage Federated Transfer Learning Framework in Classification of Medical Images on Limited Data: A COVID-19 Case Study.
Alexandros Shikun ZhangNaomi Fengqi LiPublished in: CoRR (2022)
Keyphrases
- medical images
- transfer learning
- data sources
- text classification
- data sets
- data analysis
- labeled data
- medical imaging
- feature extraction
- machine learning algorithms
- data points
- knowledge discovery
- medical image analysis
- multiple sources
- data distribution
- active learning
- feature space
- machine learning
- supervised learning
- unlabeled data
- training samples
- feature vectors
- training data
- learning tasks
- image processing
- cross domain