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Bioinformatics, genomics, tools and databases (38) Ethics, Privacy, and Legal Issues (685) Genomics and Bioinformatics for Clinical Use (53) Security and Privacy of mHealth and uHealth (169) Precision Medicine (194) Data Science (408) Microbial genomics and metagenomics (12)

Published on in Vol 5 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/54332, first published .
3D rendering of DNA, molecules, and a tablet, representing biotechnology and digital health.

Assessing Privacy Vulnerabilities in Genetic Data Sets: Scoping Review

Assessing Privacy Vulnerabilities in Genetic Data Sets: Scoping Review

Authors of this article:

Mara Thomas1 Author Orcid Image ;   Nuria Mackes2 Author Orcid Image ;   Asad Preuss-Dodhy3 Author Orcid Image ;   Thomas Wieland4 Author Orcid Image ;   Markus Bundschus3 Author Orcid Image
Article Authors Cited by (16) Tweetations (6) Metrics

Journals

  1. Kraft S, Mittendorf K. Can Open Science Advance Health Justice? Genomic Research Dissemination in the Evolving Data‐Sharing Landscape. Hastings Center Report 2024;54(S2) View
  2. Kramann R, Kuppe C, Luyckx V, van Biesen W, Steiger S. Unveiling the risks: protecting privacy in single-cell genomics data. Nephrology Dialysis Transplantation 2025;40(6):1077 View
  3. Lee J, Yoo W, Kim H. Advancing artificial intelligence ethics in health and genomics: lessons from a public survey in South Korea. Frontiers in Genetics 2025;16 View
  4. Bird N, King T, Hellenthal G. Power and Limitations of Inferring Genetic Ancestry. Annals of Human Genetics 2025;89(5):264 View
  5. Sokhansanj B, Rosen G. Regulating genome language models: navigating policy challenges at the intersection of AI and genetics. Human Genetics 2025;144(9-10):949 View
  6. Saini J, Thakur A, Yadav D. Precision pharmaceutics: bioinformatics and pharmacogenomics as catalysts for personalized drug therapy. Journal of Pharmacy and Pharmacology 2026;78(2) View
  7. Sattanathan N, Huremagic B, Vermeesch J, Moreau Y, Vandeweyer G. WiNGS-API: a federated genome/phenome data sharing platform enabling gene discovery and variant classification for rare diseases. Genome Medicine 2026;18(1) View
  8. Erkan I. Evaluation of the ethical dimensions of forensic DNA databases. Medicine, Science and the Law 2026 View
  9. Tangaro M, Chiara M, Pesole G, Zambelli F. Federated, governed, and interoperable? The emerging architecture of public human genomic data infrastructures: a European perspective. Frontiers in Genetics 2026;17 View
  10. Howat M, Martell S, Tarabichi Y, Kaelber D, Chen S, Freedman H. Advancing Real-World Evidence Generation: Growth and Lessons Learned from the Early Years of Cosmos. ACI Open 2026;10(01):e10 View
  11. Lei C, Zuo Y, Lopes C, Stuart J, Xu B, Liu T, Ploug T, Wang Z, Dang K, Jin K, Yu H, Tatere H, Kong F, Zhang N, Zhang L, Zhou H. Centering the marginalized: AI-driven strategies for advancing health equity in rare disease care. Patterns 2026;7(5):101535 View
  12. Anderson A, Chang R, Howard M, Chen Z, Nhu D, Ge Z, Kwan P. Enhancing Drug Response Prediction in Epilepsy with Emerging Multimodal Models: Focus on Clinical, Pharmacologic, and Genomic Factors. CNS Drugs 2026 View

Books/Policy Documents

  1. Rush L, Schmid M, Raptis G. Information and Communication Technology. View
  2. Amjad E, Sokouti B. The Palgrave Encyclopedia of Disability. View
  3. Diak V, Diak A. Metaverse, MetaIntelligence and Infinite Worlds with AI. View
  4. Long A, Fan K, McDonnell M, Patel N, Tomecki J, Peiffer A. Innovation in Medical Education and Clinical Practice. View