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Multigenerational prediction of genetic values using genome-enabled prediction.
PLoS One. 2019 Jan 17;14(1):e0210531. doi: 10.1371/journal.pone.0210531. eCollection 2019.
PLoS One. 2019.
PMID: 30653561
Free PMC article.
Prediction of the importance of auxiliary traits using computational intelligence and machine learning: A simulation study.
da Silva Júnior AC, Silva MJD, Cruz CD, Sant'Anna IC, Silva GN, Nascimento M, Azevedo CF.
da Silva Júnior AC, et al. Among authors: sant anna ic.
PLoS One. 2021 Nov 29;16(11):e0257213. doi: 10.1371/journal.pone.0257213. eCollection 2021.
PLoS One. 2021.
PMID: 34843488
Free PMC article.
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Quantile regression in genomic selection for oligogenic traits in autogamous plants: A simulation study.
Oliveira GF, Nascimento ACC, Nascimento M, Sant'Anna IC, Romero JV, Azevedo CF, Bhering LL, Moura ETC.
Oliveira GF, et al. Among authors: sant anna ic.
PLoS One. 2021 Jan 5;16(1):e0243666. doi: 10.1371/journal.pone.0243666. eCollection 2021.
PLoS One. 2021.
PMID: 33400704
Free PMC article.
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Multi-trait and multi-environment Bayesian analysis to predict the G x E interaction in flood-irrigated rice.
da Silva Júnior AC, Sant'Anna IC, Silva Siqueira MJ, Cruz CD, Azevedo CF, Nascimento M, Soares PC.
da Silva Júnior AC, et al. Among authors: sant anna ic.
PLoS One. 2022 May 3;17(5):e0259607. doi: 10.1371/journal.pone.0259607. eCollection 2022.
PLoS One. 2022.
PMID: 35503772
Free PMC article.
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Evaluation of the efficiency of artificial neural networks for genetic value prediction.
Silva GN, Tomaz RS, Sant'Anna IC, Carneiro VQ, Cruz CD, Nascimento M.
Silva GN, et al. Among authors: sant anna ic.
Genet Mol Res. 2016 Mar 28;15(1). doi: 10.4238/gmr.15017676.
Genet Mol Res. 2016.
PMID: 27051007
Free article.
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Superiority of artificial neural networks for a genetic classification procedure.
Sant'Anna IC, Tomaz RS, Silva GN, Nascimento M, Bhering LL, Cruz CD.
Sant'Anna IC, et al.
Genet Mol Res. 2015 Aug 19;14(3):9898-906. doi: 10.4238/2015.August.19.24.
Genet Mol Res. 2015.
PMID: 26345924
Free article.
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Genetic diversity associated with natural rubber quality in elite genotypes of the rubber tree.
Sant'Anna IC, Gouvêa LRL, Martins MA, Scaloppi Junior EJ, de Freitas RS, Gonçalves PS.
Sant'Anna IC, et al.
Sci Rep. 2021 Jan 13;11(1):1081. doi: 10.1038/s41598-020-80110-w.
Sci Rep. 2021.
PMID: 33441718
Free PMC article.
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