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Constraint graphs as security filters for privacy assurance in medical transactions

Published: 01 August 2011 Publication History

Abstract

We model transactions as exchange of graphs and propose constraint graphs as transaction filters for attribute-based transformations in clinical settings. An informal representation and working of constraint graphs is presented. A workbench was developed using a real world EMR system to demonstrate the concept. Results of our experiments using constraint graphs are consistent with published benchmark results.

References

[1]
Mathew, G and Obradovic, Z. 2011. A Privacy-Preserving Framework for Distributed Clinical Decision Support. In Proceedings of the 1st IEEE International Conference on Computational Advances in Bio and medical Sciences. Feb 2011, Orlando, FL. DOI=http://dx.doi.org/10.1109/ICCABS.2011.5729866
[2]
Aggarwal, C. C., and Wang, H. 2010. Managing and Mining Graph Data. Springer, NY, USA.
[3]
Dwork, C. 2006. Differential Privacy. In Proceedings of 33rd International Colloquium on Automata, Languages and Programming, July, 2006. Venice, Italy, pp. 1--12.
[4]
McSherry, F. D. 2009. Privacy integrated queries: an extensible platform for privacy-preserving data analysis. In Proceedings of the 35th SIGMOD International Conference on Management of Data, Providence, RI. pp. 19--30. DOI=http://dx.doi.org/10.1145/1559845.1559850.
[5]
He, H., and Singh, A. K. 2008. Graphs-at-a-time: Query Language and Access Methods for Graph Databases. In Proceedings of the 2008 ACM SIGMOD International Conference on Management of Data. Vancouver, Canada. DOI=http://dx.doi.org/10.1145/1376616.1376660.
[6]
Home page for Open EMR software, 2010. http://www.oemr.org.
[7]
SPECT Heart Data Set: Available at -- http://archive.ics.uci.edu/ml/datasets/SPECT+Heart

Cited By

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  • (2023)Problem-Oriented Translational Health Informatics for Evidence Based Medicine and Privacy Enhancing2023 IEEE Ninth International Conference on Big Data Computing Service and Applications (BigDataService)10.1109/BigDataService58306.2023.00044(210-214)Online publication date: Jul-2023
  • (2018)A distributed decision support algorithm that preserves personal privacyJournal of Intelligent Information Systems10.1007/s10844-014-0331-644:1(107-132)Online publication date: 28-Dec-2018

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Published In

cover image ACM Conferences
BCB '11: Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
August 2011
688 pages
ISBN:9781450307963
DOI:10.1145/2147805
  • General Chairs:
  • Robert Grossman,
  • Andrey Rzhetsky,
  • Program Chairs:
  • Sun Kim,
  • Wei Wang
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 01 August 2011

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  1. medical informatics
  2. privacy

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Overall Acceptance Rate 254 of 885 submissions, 29%

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View all
  • (2023)Problem-Oriented Translational Health Informatics for Evidence Based Medicine and Privacy Enhancing2023 IEEE Ninth International Conference on Big Data Computing Service and Applications (BigDataService)10.1109/BigDataService58306.2023.00044(210-214)Online publication date: Jul-2023
  • (2018)A distributed decision support algorithm that preserves personal privacyJournal of Intelligent Information Systems10.1007/s10844-014-0331-644:1(107-132)Online publication date: 28-Dec-2018

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