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Literature DB >> 23243088

Toward practicing privacy.

Abstract

Private data analysis-the useful analysis of confidential data-requires a rigorous and practicable definition of privacy. Differential privacy, an emerging standard, is the subject of intensive investigation in several diverse research communities. We review the definition, explain its motivation, and discuss some of the challenges to bringing this concept to practice.

Mesh：

Year: 2013 PMID： 23243088 PMCID： PMC3555331 DOI： 10.1136/amiajnl-2012-001047

Source DB: PubMed Journal: J Am Med Inform Assoc ISSN： 1067-5027 Impact factor: 4.497

4 in total

1. Randomized response: a survey technique for eliminating evasive answer bias.

Authors: S L Warner
Journal: J Am Stat Assoc Date: 1965-03 Impact factor: 5.033

2. Differentially Private Empirical Risk Minimization.

Authors: Kamalika Chaudhuri; Claire Monteleoni; Anand D Sarwate
Journal: J Mach Learn Res Date: 2011-03 Impact factor: 3.654

3. Public access to genome-wide data: five views on balancing research with privacy and protection.

Authors: George Church; Catherine Heeney; Naomi Hawkins; Jantina de Vries; Paula Boddington; Jane Kaye; Martin Bobrow; Bruce Weir
Journal: PLoS Genet Date: 2009-10-02 Impact factor: 5.917

4. Resolving individuals contributing trace amounts of DNA to highly complex mixtures using high-density SNP genotyping microarrays.

Authors: Nils Homer; Szabolcs Szelinger; Margot Redman; David Duggan; Waibhav Tembe; Jill Muehling; John V Pearson; Dietrich A Stephan; Stanley F Nelson; David W Craig
Journal: PLoS Genet Date: 2008-08-29 Impact factor: 5.917

4 in total

17 in total

1. Data governance requirements for distributed clinical research networks: triangulating perspectives of diverse stakeholders.

Authors: Katherine K Kim; Dennis K Browe; Holly C Logan; Roberta Holm; Lori Hack; Lucila Ohno-Machado
Journal: J Am Med Inform Assoc Date: 2013-12-03 Impact factor: 4.497

2. Generating Electronic Health Records with Multiple Data Types and Constraints.

Authors: Chao Yan; Ziqi Zhang; Steve Nyemba; Bradley A Malin
Journal: AMIA Annu Symp Proc Date: 2021-01-25

3. Biomedical data privacy: problems, perspectives, and recent advances.

Authors: Bradley A Malin; Khaled El Emam; Christine M O'Keefe
Journal: J Am Med Inform Assoc Date: 2012-12-06 Impact factor: 4.497

Review 4. Ethical issues in HIV phylogenetics and molecular epidemiology.

Authors: Sanjay R Mehta; Cynthia Schairer; Susan Little
Journal: Curr Opin HIV AIDS Date: 2019-05 Impact factor: 4.283

Review 5. "Big data" and the electronic health record.

Authors: M K Ross; W Wei; L Ohno-Machado
Journal: Yearb Med Inform Date: 2014-08-15

6. One Size Doesn't Fit All: Measuring Individual Privacy in Aggregate Genomic Data.

Authors: Sean Simmons; Bonnie Berger
Journal: Proc IEEE Symp Secur Priv Workshops Date: 2015-07-20

7. Ensuring electronic medical record simulation through better training, modeling, and evaluation.

Authors: Ziqi Zhang; Chao Yan; Diego A Mesa; Jimeng Sun; Bradley A Malin
Journal: J Am Med Inform Assoc Date: 2020-01-01 Impact factor: 4.497

8. SynTEG: a framework for temporal structured electronic health data simulation.

Authors: Ziqi Zhang; Chao Yan; Thomas A Lasko; Jimeng Sun; Bradley A Malin
Journal: J Am Med Inform Assoc Date: 2021-03-01 Impact factor: 4.497

Review 9. Ensuring privacy in the study of pathogen genetics.

Authors: Sanjay R Mehta; Staal A Vinterbo; Susan J Little
Journal: Lancet Infect Dis Date: 2014-04-07 Impact factor: 25.071

10. A multi-institution evaluation of clinical profile anonymization.

Authors: Raymond Heatherly; Luke V Rasmussen; Peggy L Peissig; Jennifer A Pacheco; Paul Harris; Joshua C Denny; Bradley A Malin
Journal: J Am Med Inform Assoc Date: 2015-11-13 Impact factor: 4.497