Article
Secure large-scale genome-wide association studies using homomorphic encryption.
Proceedings of the National Academy of Sciences of the United States of America - 26 May 2020
Blatt Marcelo, Gusev Alexander, Polyakov Yuriy, Goldwasser Shafi
Abstract excerpt
Genome-wide association studies (GWASs) seek to identify genetic variants associated with a trait, and have been a powerful approach for understanding complex diseases. A critical challenge for GWASs has been the dependence on individual-level data that typically have strict privacy requirements, creating an urgent need for methods that preserve the individual-level privacy of participants. Here, we present a...
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