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Privacy-preserving heterogeneous health data sharing [JAMIA 2013] - convert a relational data set and a set-valued data set into a differentially-private version while maintaining its capability for data mining

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DiffGen-Hetero

Privacy-preserving heterogeneous health data sharing [JAMIA 2013]

License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License

Owners: Noman Mohammed, Rui Chen, and Benjamin C. M. Fung

Publication:

N. Mohammed, X. Jiang, R. Chen, B. C. M. Fung, and L. Ohno-Machado. Privacy-preserving heterogeneous health data sharing. Journal of the American Medical Informatics Association (JAMIA), 20(3):462-469, May 2013. BMJ.

Disclaimer:

The software is provided as-is with no warranty or support. We do not take any responsibility for any damage, loss of income, or any problems you might experience from using our software. If you have questions, you are encouraged to consult the paper and the source code. If you find our software useful, please cite our paper above.

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Privacy-preserving heterogeneous health data sharing [JAMIA 2013] - convert a relational data set and a set-valued data set into a differentially-private version while maintaining its capability for data mining

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