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Haplotype and population structure inference using neural networks in whole-genome sequencing data

Accurate inference of population structure is important in many studies of population genetics. Here we present HaploNet, a method for performing dimensionality reduction and clustering of genetic data. The method is based on local clustering of phased haplotypes using neural networks from whole-gen...

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Detalles Bibliográficos
Autores principales: Meisner, Jonas, Albrechtsen, Anders
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9435741/
https://www.ncbi.nlm.nih.gov/pubmed/35794006
http://dx.doi.org/10.1101/gr.276813.122