Privacy in the genomic era
Genome sequencing technology has advanced at a rapid pace and it is now possible to
generate highly-detailed genotypes inexpensively. The collection and analysis of such data …
generate highly-detailed genotypes inexpensively. The collection and analysis of such data …
[HTML][HTML] Publishing data from electronic health records while preserving privacy: A survey of algorithms
Abstract The dissemination of Electronic Health Records (EHRs) can be highly beneficial for
a range of medical studies, spanning from clinical trials to epidemic control studies, but it …
a range of medical studies, spanning from clinical trials to epidemic control studies, but it …
Private computation on encrypted genomic data
A number of databases around the world currently host a wealth of genomic data that is
invaluable to researchers conducting a variety of genomic studies. However, patients who …
invaluable to researchers conducting a variety of genomic studies. However, patients who …
Privacy-preserving data exploration in genome-wide association studies
A Johnson, V Shmatikov - Proceedings of the 19th ACM SIGKDD …, 2013 - dl.acm.org
Genome-wide association studies (GWAS) have become a popular method for analyzing
sets of DNA sequences in order to discover the genetic basis of disease. Unfortunately …
sets of DNA sequences in order to discover the genetic basis of disease. Unfortunately …
Addressing the concerns of the lacks family: quantification of kin genomic privacy
The rapid progress in human-genome sequencing is leading to a high availability of
genomic data. This data is notoriously very sensitive and stable in time. It is also highly …
genomic data. This data is notoriously very sensitive and stable in time. It is also highly …
Protecting and evaluating genomic privacy in medical tests and personalized medicine
In this paper, we propose privacy-enhancing technologies for medical tests and
personalized medicine methods that use patients' genomic data. Focusing on genetic …
personalized medicine methods that use patients' genomic data. Focusing on genetic …
Privacy-preserving artificial intelligence techniques in biomedicine
R Torkzadehmahani, R Nasirigerdeh… - … of information in …, 2022 - thieme-connect.com
Background Artificial intelligence (AI) has been successfully applied in numerous scientific
domains. In biomedicine, AI has already shown tremendous potential, eg, in the …
domains. In biomedicine, AI has already shown tremendous potential, eg, in the …
Genoguard: Protecting genomic data against brute-force attacks
Secure storage of genomic data is of great and increasing importance. The scientific
community's improving ability to interpret individuals' genetic materials and the growing size …
community's improving ability to interpret individuals' genetic materials and the growing size …
An overview of human genetic privacy
The study of human genomics is becoming a Big Data science, owing to recent
biotechnological advances leading to availability of millions of personal genome sequences …
biotechnological advances leading to availability of millions of personal genome sequences …
Privacy-preserving processing of raw genomic data
Geneticists prefer to store patients' aligned, raw genomic data, in addition to their variant
calls (compact and summarized form of the raw data), mainly because of the immaturity of …
calls (compact and summarized form of the raw data), mainly because of the immaturity of …