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Improving genetic risk prediction across diverse population by disentangling ancestry representations

Risk prediction models using genetic data have seen increasing traction in genomics. However, most of the polygenic risk models were developed using data from participants with similar (mostly European) ancestry. This can lead to biases in the risk predictors resulting in poor generalization when ap...

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Detalles Bibliográficos
Autores principales: Gyawali, Prashnna K., Le Guen, Yann, Liu, Xiaoxia, Belloy, Michael E., Tang, Hua, Zou, James, He, Zihuai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10517023/
https://www.ncbi.nlm.nih.gov/pubmed/37736834
http://dx.doi.org/10.1038/s42003-023-05352-6