Thoughts on Non-IID Data Impact in Healthcare with Federated Learning Medical Blockchain.
Zon-Yin ShaeKun-Yi ChenChi-Yu ChangYuan-Yu TsaiChe-Yi ChouWilliam BaskettChi-Ren ShyuJeffrey J. P. TsaiPublished in: CogMI (2022)
Keyphrases
- medical information
- raw data
- learning process
- prior knowledge
- data sources
- knowledge discovery
- database
- data analysis
- data sets
- background knowledge
- training data
- learning algorithm
- health insurance
- data points
- supervised learning
- data processing
- data collection
- reinforcement learning
- spatial data
- distributed data
- evidence based medicine