A Deep Learning Approach to Population Structure Inference in Inbred Lines of Maize

Analysis of population genetic variation and structure is a common practice for genome-wide studies, including association mapping, ecology, and evolution studies in several crop species. In this study, machine learning (ML) clustering methods, K-means (KM), and hierarchical clustering (HC), in comb...

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Detalles Bibliográficos
Autores principales: López-Cortés, Xaviera Alejandra, Matamala, Felipe, Maldonado, Carlos, Mora-Poblete, Freddy, Scapim, Carlos Alberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Genetics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7732446/
https://www.ncbi.nlm.nih.gov/pubmed/33329691
http://dx.doi.org/10.3389/fgene.2020.543459

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7732446/
https://www.ncbi.nlm.nih.gov/pubmed/33329691
http://dx.doi.org/10.3389/fgene.2020.543459

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