Confederated learning in healthcare: Training machine learning models using disconnected data separated by individual, data type and identity for Large-Scale health system Intelligence.
Dianbo LiuKathe P. FoxGriffin M. WeberTimothy A. MillerPublished in: J. Biomed. Informatics (2022)
Keyphrases
- data types
- data structure
- data sets
- prior knowledge
- learning models
- data points
- data formats
- training data
- database
- machine learning models
- learning process
- learning algorithm
- data mining algorithms
- supervised learning
- data analysis
- decision trees
- data sources
- active learning
- data model
- reinforcement learning
- knowledge discovery
- database systems
- machine learning algorithms
- historical data
- association rules