Target-oriented prioritization: targeted selection strategy by integrating organismal and molecular traits through predictive analytics in breeding

Genomic prediction in crop breeding is hindered by modeling on limited phenotypic traits. We propose an integrative multi-trait breeding strategy via machine learning algorithm, target-oriented prioritization (TOP). Using a large hybrid maize population, we demonstrate that the accuracy for identify...

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Detalles Bibliográficos
Autores principales: Yang, Wenyu, Guo, Tingting, Luo, Jingyun, Zhang, Ruyang, Zhao, Jiuran, Warburton, Marilyn L., Xiao, Yingjie, Yan, Jianbing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Method
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8922918/
https://www.ncbi.nlm.nih.gov/pubmed/35292095
http://dx.doi.org/10.1186/s13059-022-02650-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8922918/
https://www.ncbi.nlm.nih.gov/pubmed/35292095
http://dx.doi.org/10.1186/s13059-022-02650-w

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