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This paper is in the following e-collection/theme issue:

Secondary Use of Clinical Data for Research and Surveillance (493) Ethics, Privacy, and Legal Issues (658)

Published on in Vol 6, No 4 (2018): Oct-Dec

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/7096, first published .
Contextual Anonymization for Secondary Use of Big Data in Biomedical Research: Proposal for an Anonymization Matrix

Contextual Anonymization for Secondary Use of Big Data in Biomedical Research: Proposal for an Anonymization Matrix

Contextual Anonymization for Secondary Use of Big Data in Biomedical Research: Proposal for an Anonymization Matrix

Authors of this article:

John Rumbold1 Author Orcid Image ;   Barbara Pierscionek1 Author Orcid Image
Article Authors Cited by (9) Tweetations (1) Metrics

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  1. Tsai Y, Wang S, Ting I, Hong T. Flexible sensitive K-anonymization on transactions. World Wide Web 2020;23(4):2391 View
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  3. Jeon S, Seo J, Kim S, Lee J, Kim J, Sohn J, Moon J, Joo H. Proposal and Assessment of a De-Identification Strategy to Enhance Anonymity of the Observational Medical Outcomes Partnership Common Data Model (OMOP-CDM) in a Public Cloud-Computing Environment: Anonymization of Medical Data Using Privacy Models. Journal of Medical Internet Research 2020;22(11):e19597 View
  4. Knoppers T, Beauchamp E, Dewar K, Kimmins S, Bourque G, Joly Y, Dupras C. The omics of our lives: practices and policies of direct-to-consumer epigenetic and microbiomic testing companies. New Genetics and Society 2021;40(4):541 View
  5. Vranopoulos G, Clarke N, Atkinson S. Big Data Confidentiality: An Approach Toward Corporate Compliance Using a Rule-Based System. Big Data 2025;13(2):90 View
  6. Abu Attieh H, Neves D, Guedes M, Mirandola M, Dellacasa C, Rossi E, Prasser F. A Scalable Pseudonymization Tool for Rapid Deployment in Large Biomedical Research Networks: Development and Evaluation Study. JMIR Medical Informatics 2024;12:e49646 View
  7. Leon-Sanz P. Aspectos éticos para la educación médica en inteligencia artificial. Educación Médica 2026;27(3):101100 View

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  1. Kumar M, Kumar S, Kumar R, Singh R, Bhoi B, Kumar G, Gupta P. The Gut Microbiome in Precision Medicine. View

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  1. Uddin M, Ahsan M, Das M. 2024 4th Interdisciplinary Conference on Electrics and Computer (INTCEC). A Comparative Study on Various ML Models Using Synthetic Data for Privacy Preservation View