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Crop genomic selection with deep learning and environmental data: A survey

Machine learning techniques for crop genomic selections, especially for single-environment plants, are well-developed. These machine learning models, which use dense genome-wide markers to predict phenotype, routinely perform well on single-environment datasets, especially for complex traits affecte...

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Detalles Bibliográficos
Autores principales: Jubair, Sheikh, Domaratzki, Mike
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9871498/
https://www.ncbi.nlm.nih.gov/pubmed/36703955
http://dx.doi.org/10.3389/frai.2022.1040295