Legal aspects of privacy-enhancing technologies in genome-wide association studies and their impact on performance and feasibility
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Legal aspects of privacy-enhancing technologies in genome-wide association studies and their impact on performance and feasibility. / Brauneck, Alissa; Schmalhorst, Louisa; Weiss, Stefan; Baumbach, Linda; Völker, Uwe; Ellinghaus, David; Baumbach, Jan; Buchholtz, Gabriele.
in: GENOME BIOL, Jahrgang 25, Nr. 1, 13.06.2024, S. 154.Publikationen: SCORING: Beitrag in Fachzeitschrift/Zeitung › SCORING: Review › Forschung
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TY - JOUR
T1 - Legal aspects of privacy-enhancing technologies in genome-wide association studies and their impact on performance and feasibility
AU - Brauneck, Alissa
AU - Schmalhorst, Louisa
AU - Weiss, Stefan
AU - Baumbach, Linda
AU - Völker, Uwe
AU - Ellinghaus, David
AU - Baumbach, Jan
AU - Buchholtz, Gabriele
PY - 2024/6/13
Y1 - 2024/6/13
N2 - Genomic data holds huge potential for medical progress but requires strict safety measures due to its sensitive nature to comply with data protection laws. This conflict is especially pronounced in genome-wide association studies (GWAS) which rely on vast amounts of genomic data to improve medical diagnoses. To ensure both their benefits and sufficient data security, we propose a federated approach in combination with privacy-enhancing technologies utilising the findings from a systematic review on federated learning and legal regulations in general and applying these to GWAS.
AB - Genomic data holds huge potential for medical progress but requires strict safety measures due to its sensitive nature to comply with data protection laws. This conflict is especially pronounced in genome-wide association studies (GWAS) which rely on vast amounts of genomic data to improve medical diagnoses. To ensure both their benefits and sufficient data security, we propose a federated approach in combination with privacy-enhancing technologies utilising the findings from a systematic review on federated learning and legal regulations in general and applying these to GWAS.
U2 - 10.1186/s13059-024-03296-6
DO - 10.1186/s13059-024-03296-6
M3 - SCORING: Review article
C2 - 38872191
VL - 25
SP - 154
JO - GENOME BIOL
JF - GENOME BIOL
SN - 1474-760X
IS - 1
ER -