CODA: an open-source platform for federated analysis and machine learning on distributed healthcare data.
Louis MullieJonathan AfilaloPatrick M. ArchambaultRima BouchakriKip BrownDavid L. BuckeridgeYiorgos Alexandros CavayasAlexis F. TurgeonDenis MartineauFrançois LamontagneMartine LebrasseurRenald LemieuxJeffrey LiMichaël SauthierPascal St-OngeAn TangWilliam WittemanMichael ChasséPublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- data analysis
- machine learning
- distributed data
- data sources
- statistical analysis
- database
- data collection
- data sets
- raw data
- synthetic data
- data structure
- statistical methods
- image data
- high quality
- probability distribution
- sensor data
- input data
- data acquisition
- original data
- knowledge discovery
- data points
- information technology
- distributed environment
- data quality
- correlation analysis
- medical records
- spatial data
- computer systems
- data processing
- data mining techniques
- information extraction
- active learning
- learning algorithm
- data mining
- databases