ArticleBMC medical informatics and decision making2014
A community assessment of privacy preserving techniques for human genomes.
Article in BMC medical informatics and decision making, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
26 citing papers in PubMed, 66 citations in OpenAlex.
- The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition.Journal of the American Medical Informatics Association : JAMIA · 2022Article
- A secure system for genomics clinical decision support.Journal of biomedical informatics · 2020Article
- Protecting Genomic Data Privacy with Probabilistic Modeling.Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing · 2019Article
- When Biology Gets Personal: Hidden Challenges of Privacy and Ethics in Biological Big Data.Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing · 2019Article
- Article
- Secure Outsourced Matrix Computation and Application to Neural Networks.Conference on Computer and Communications Security : proceedings of the ... conference on computer and communications security. ACM Conference on Computer and Communications Security · 2018Article
- Secure genome-wide association analysis using multiparty computation.Nature biotechnology · 2018Article
- Privacy Policy and Technology in Biomedical Data Science.Annual review of biomedical data science · 2018Article
- A Secure Alignment Algorithm for Mapping Short Reads to Human Genome.Journal of computational biology : a journal of computational molecular cell biology · 2018Article
- Translational Bioinformatics for Cholangiocarcinoma: Opportunities and Challenges.International journal of biological sciences · 2018Review
- BLOOM: BLoom filter based oblivious outsourced matchings.BMC medical genomics · 2017Article
- Orchestrating differential data access for translational research: a pilot implementation.BMC medical informatics and decision making · 2017Article
- Expanding Access to Large-Scale Genomic Data While Promoting Privacy: A Game Theoretic Approach.American journal of human genetics · 2017Article
- A community effort to protect genomic data sharing, collaboration and outsourcing.NPJ genomic medicine · 2017Review
- Genome privacy: challenges, technical approaches to mitigate risk, and ethical considerations in the United States.Annals of the New York Academy of Sciences · 2017Review
- SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2017Article
- Omics-Based Strategies in Precision Medicine: Toward a Paradigm Shift in Inborn Errors of Metabolism Investigations.International journal of molecular sciences · 2016Review
- Legal assessment tool (LAT): an interactive tool to address privacy and data protection issues for data sharing.BMC medical informatics and decision making · 2016Article
- Enabling Privacy-Preserving GWASs in Heterogeneous Human Populations.Cell systems · 2016Article
- An informatics research agenda to support precision medicine: seven key areas.Journal of the American Medical Informatics Association : JAMIA · 2016Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 4 institutions in 1 country.
Funding
Abstract
To answer the need for the rigorous protection of biomedical data, we organized the Critical Assessment of Data Privacy and Protection initiative as a community effort to evaluate privacy-preserving dissemination techniques for biomedical data. We focused on the challenge of sharing aggregate human genomic data (e.g., allele frequencies) in a way that preserves the privacy of the data donors, without undermining the utility of genome-wide association studies (GWAS) or impeding their dissemination. Specifically, we designed two problems for disseminating the raw data and the analysis outcome, respectively, based on publicly available data from HapMap and from the Personal Genome Project. A total of six teams participated in the challenges. The final results were presented at a workshop of the iDASH (integrating Data for Analysis, 'anonymization,' and SHaring) National Center for Biomedical Computing. We report the results of the challenge and our findings about the current genome privacy protection techniques.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.