Phenotype Prediction and Genome-Wide Association Study Using Deep Convolutional Neural Network of Soybean

Genomic selection uses single-nucleotide polymorphisms (SNPs) to predict quantitative phenotypes for enhancing traits in breeding populations and has been widely used to increase breeding efficiency for plants and animals. Existing statistical methods rely on a prior distribution assumption of imput...

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Bibliografiske detaljer
Udgivet i:Front Genet
Main Authors: Liu, Yang, Wang, Duolin, He, Fei, Wang, Juexin, Joshi, Trupti, Xu, Dong
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2019
Fag:
Genetics
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6883005/
https://ncbi.nlm.nih.gov/pubmed/31824557
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2019.01091
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