deepGBLUP: joint deep learning networks and GBLUP framework for accurate genomic prediction of complex traits in Korean native cattle

BACKGROUND: Genomic prediction has become widespread as a valuable tool to estimate genetic merit in animal and plant breeding. Here we develop a novel genomic prediction algorithm, called deepGBLUP, which integrates deep learning networks and a genomic best linear unbiased prediction (GBLUP) framew...

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Detalles Bibliográficos
Autores principales: Lee, Hyo-Jun, Lee, Jun Heon, Gondro, Cedric, Koh, Yeong Jun, Lee, Seung Hwan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10392020/
https://www.ncbi.nlm.nih.gov/pubmed/37525091
http://dx.doi.org/10.1186/s12711-023-00825-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10392020/
https://www.ncbi.nlm.nih.gov/pubmed/37525091
http://dx.doi.org/10.1186/s12711-023-00825-y

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