Perturbed Gibbs Samplers for Generating Large-Scale Privacy-Safe Synthetic Health Data.

Yubin Park Joydeep Ghosh Mallikarjun Shankar

Published in: ICHI (2013)

Keyphrases

health data
health care
markov chain monte carlo
real world
electronic health records
temporal databases
original data
personal information
privacy concerns
knowledge base
privacy preserving
databases
active learning
decision support system
sensitive information