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Article
Article
Response to early generation genomic selection for yield in wheat
(Frontiers, 2022)
Article
Book Chapter
Article
Partial least squares enhance multi-trait genomic prediction of potato cultivars in new environments
(Nature Publishing Group, 2023)
Article
A review of deep learning applications for genomic selection
(BioMed Central, 2021)
Article
Genome-enabled prediction for sparse testing in multi-environmental wheat trials
(CSSA; Wiley, 2021)
Article
Hyperspectral reflectance-derived relationship matrices for genomic prediction of grain yield in wheat
(Genetics Society of America, 2019)
Hyperspectral reflectance phenotyping and genomic selection are two emerging technologies that have the potential to increase plant breeding efficiency by improving prediction accuracy for grain yield. Hyperspectral cameras ...
Article
Article
Deep kernel for genomic and near infrared predictions in multi-environment breeding trials
(Genetics Society of America, 2019)
Kernel methods are flexible and easy to interpret and have been successfully used in genomic-enabled prediction of various plant species. Kernel methods used in genomic prediction comprise the linear genomic best linear ...