Confederated Machine Learning on Horizontally and Vertically Separated Medical Data for Large-Scale Health System Intelligence.
Dianbo LiuTimothy A. MillerKenneth D. MandlPublished in: CoRR (2019)
Keyphrases
- medical data
- machine learning
- electronic health records
- data mining
- health records
- medical images
- patient care
- clinical data
- medical data mining
- medical information
- artificial intelligence
- imaging modalities
- medical records
- patient outcomes
- medical data sets
- health care
- machine learning methods
- privacy sensitive
- patient data
- health data
- data miners
- real world
- monitoring system
- knowledge acquisition
- computational intelligence
- information extraction
- knowledge discovery
- data analysis
- statistical methods
- treatment planning
- expert systems
- computer science
- information systems
- data sets