Integrated approach of federated learning with transfer learning for classification and diagnosis of brain tumor.
Eid AlbalawiT. R. MaheshArastu ThakurVinoth Kumar VenkatesanMuskan GuptaSurbhi Bhatia KhanAhlam AlmusharrafPublished in: BMC Medical Imaging (2024)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- learning algorithm
- supervised learning
- cross domain learning
- text classification
- multi task
- machine learning algorithms
- reinforcement learning
- domain adaptation
- cross domain
- active learning
- machine learning
- brain tumors
- transfer knowledge
- cross domain text classification
- labeled data
- multi task learning
- labeled and unlabeled data
- learning problems
- pattern recognition
- transferring knowledge
- semi supervised
- prior knowledge
- image processing
- multiple tasks
- feature selection
- magnetic resonance spectroscopy
- neural network
- data sets