Personalized Multi-task Federated Learning on Non-IID Medical Health Care Data.
Yanhao FengXinyu ChangJianxin ZhaoPublished in: BIGCOM (2023)
Keyphrases
- health care
- multi task
- medical information
- health data
- health insurance
- multi task learning
- learning tasks
- prior knowledge
- learning models
- data sources
- multiple tasks
- data analysis
- medical students
- learning problems
- medical records
- knowledge discovery
- temporal trends
- intensive care
- primary care
- active learning
- learning process
- high dimensional
- training data
- information systems
- learning algorithm
- natural language processing
- medical data
- supervised learning
- health information
- patient care
- reinforcement learning
- decision trees
- machine learning