One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites.
Dazheng ZhangJiayi TongRonen SteinYiwen LuNaimin JingYuchen YangMary Regina BolandChongliang LuoRobert N. BaldassanoRaymond J. CarrollChristopher B. ForrestYong ChenPublished in: J. Biomed. Informatics (2024)
Keyphrases
- data sets
- data structure
- data collection
- data points
- data mining algorithms
- data reduction
- data analysis
- data sources
- training data
- image data
- noisy data
- distributed data
- database
- knowledge discovery
- synthetic datasets
- databases
- computational complexity
- statistical methods
- data quality
- high quality
- central server
- heterogeneous data
- data transfer
- original data
- synthetic data
- input data
- data mining techniques
- sensor networks
- end users
- web pages