Federated and distributed learning applications for electronic health records and structured medical data: a scoping review.
Siqi LiPinyan LiuGustavo G. NascimentoXinru WangFabio Renato Manzolli LeiteBibhas ChakrabortyChuan HongYilin NingFeng XieZhen Ling TeoDaniel Shu Wei TingHamed HaddadiMarcus Eng Hock OngMarco Aurélio PeresNan LiuPublished in: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- medical data
- distributed learning
- electronic health records
- clinical data
- medical records
- medical images
- collaborative learning
- health records
- medical information
- health data
- knowledge integration
- structured data
- patient data
- digital libraries
- data mining
- databases
- database
- virtual world
- information systems
- data sets
- patient care
- electronic medical record