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Genomic Selection in Plant Breeding: Methods, Models, and Perspectives.
Crossa J, Pérez-Rodríguez P, Cuevas J, Montesinos-López O, Jarquín D, de Los Campos G, Burgueño J, González-Camacho JM, Pérez-Elizalde S, Beyene Y, Dreisigacker S, Singh R, Zhang X, Gowda M, Roorkiwal M, Rutkoski J, Varshney RK. Crossa J, et al. Among authors: zhang x. Trends Plant Sci. 2017 Nov;22(11):961-975. doi: 10.1016/j.tplants.2017.08.011. Epub 2017 Sep 28. Trends Plant Sci. 2017. PMID: 28965742 Review.
Genomic prediction in CIMMYT maize and wheat breeding programs.
Crossa J, Pérez P, Hickey J, Burgueño J, Ornella L, Cerón-Rojas J, Zhang X, Dreisigacker S, Babu R, Li Y, Bonnett D, Mathews K. Crossa J, et al. Among authors: zhang x. Heredity (Edinb). 2014 Jan;112(1):48-60. doi: 10.1038/hdy.2013.16. Epub 2013 Apr 10. Heredity (Edinb). 2014. PMID: 23572121 Free PMC article.
Genomic-enabled prediction with classification algorithms.
Ornella L, Pérez P, Tapia E, González-Camacho JM, Burgueño J, Zhang X, Singh S, Vicente FS, Bonnett D, Dreisigacker S, Singh R, Long N, Crossa J. Ornella L, et al. Among authors: zhang x. Heredity (Edinb). 2014 Jun;112(6):616-26. doi: 10.1038/hdy.2013.144. Epub 2014 Jan 15. Heredity (Edinb). 2014. PMID: 24424163 Free PMC article.
Enhancing genetic gain in the era of molecular breeding.
Xu Y, Li P, Zou C, Lu Y, Xie C, Zhang X, Prasanna BM, Olsen MS. Xu Y, et al. Among authors: zhang x. J Exp Bot. 2017 May 17;68(11):2641-2666. doi: 10.1093/jxb/erx135. J Exp Bot. 2017. PMID: 28830098 Review.
Effect of Trait Heritability, Training Population Size and Marker Density on Genomic Prediction Accuracy Estimation in 22 bi-parental Tropical Maize Populations.
Zhang A, Wang H, Beyene Y, Semagn K, Liu Y, Cao S, Cui Z, Ruan Y, Burgueño J, San Vicente F, Olsen M, Prasanna BM, Crossa J, Yu H, Zhang X. Zhang A, et al. Among authors: zhang x. Front Plant Sci. 2017 Nov 8;8:1916. doi: 10.3389/fpls.2017.01916. eCollection 2017. Front Plant Sci. 2017. PMID: 29167677 Free PMC article.
Genome-Wide Association Mapping and Genomic Prediction Analyses Reveal the Genetic Architecture of Grain Yield and Flowering Time Under Drought and Heat Stress Conditions in Maize.
Yuan Y, Cairns JE, Babu R, Gowda M, Makumbi D, Magorokosho C, Zhang A, Liu Y, Wang N, Hao Z, San Vicente F, Olsen MS, Prasanna BM, Lu Y, Zhang X. Yuan Y, et al. Among authors: zhang a, zhang x. Front Plant Sci. 2019 Jan 30;9:1919. doi: 10.3389/fpls.2018.01919. eCollection 2018. Front Plant Sci. 2019. PMID: 30761177 Free PMC article.
Strategies for Effective Use of Genomic Information in Crop Breeding Programs Serving Africa and South Asia.
Santantonio N, Atanda SA, Beyene Y, Varshney RK, Olsen M, Jones E, Roorkiwal M, Gowda M, Bharadwaj C, Gaur PM, Zhang X, Dreher K, Ayala-Hernández C, Crossa J, Pérez-Rodríguez P, Rathore A, Gao SY, McCouch S, Robbins KR. Santantonio N, et al. Among authors: zhang x. Front Plant Sci. 2020 Mar 27;11:353. doi: 10.3389/fpls.2020.00353. eCollection 2020. Front Plant Sci. 2020. PMID: 32292411 Free PMC article.
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