Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis.

Junghye Lee Jimeng Sun Fei Wang Shuang Wang Chi-Hyuck Jun Xiaoqian Jiang

Published in: JMIR medical informatics (2018)

The proposed algorithm can help search similar patients across institutions effectively to support federated data analysis in a privacy-preserving manner.

Keyphrases

data analysis
end stage renal disease
newly diagnosed
ejection fraction
chronic kidney disease
health information
big data
prognostic factors
peritoneal dialysis
social media
patient reported
neural network