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Exploring Data Augmentation Algorithm to Improve Genomic Prediction of Top-Ranking Cultivars.
- Published in:
- Algorithms, 2024, v. 17, n. 6, p. 260, doi. 10.3390/a17060260
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- Article
A Bayesian optimization R package for multitrait parental selection.
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- Plant Genome, 2024, v. 17, n. 2, p. 1, doi. 10.1002/tpg2.20433
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- Article
Feature engineering of environmental covariates improves plant genomic-enabled prediction.
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- Frontiers in Plant Science, 2024, p. 01, doi. 10.3389/fpls.2024.1349569
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- Article
Investigating genomic prediction strategies for grain carotenoid traits in a tropical/subtropical maize panel.
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- G3: Genes | Genomes | Genetics, 2024, v. 14, n. 5, p. 1, doi. 10.1093/g3journal/jkae044
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- Article
Genomic Prediction from Multi-Environment Trials of Wheat Breeding.
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- Genes, 2024, v. 15, n. 4, p. 417, doi. 10.3390/genes15040417
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- Article
Genomic Prediction for Inbred and Hybrid Polysomic Tetraploid Potato Offspring.
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- Agriculture; Basel, 2024, v. 14, n. 3, p. 455, doi. 10.3390/agriculture14030455
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- Article
Data Augmentation Enhances Plant-Genomic-Enabled Predictions.
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- Genes, 2024, v. 15, n. 3, p. 286, doi. 10.3390/genes15030286
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- Article
Quantitative trait loci and genomic prediction for grain sugar and mineral concentrations of cowpea [Vigna unguiculata (L.) Walp.].
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-55214-2
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- Article
A marker weighting approach for enhancing within-family accuracy in genomic prediction.
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- G3: Genes | Genomes | Genetics, 2024, v. 14, n. 2, p. 1, doi. 10.1093/g3journal/jkad278
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- Article
Bayesian discrete lognormal regression model for genomic prediction.
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- Theoretical & Applied Genetics, 2024, v. 137, n. 1, p. 1, doi. 10.1007/s00122-023-04526-4
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- Article
Multivariate Genomic Hybrid Prediction with Kernels and Parental Information.
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- International Journal of Molecular Sciences, 2023, v. 24, n. 18, p. 13799, doi. 10.3390/ijms241813799
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- Article
A novel method for genomic-enabled prediction of cultivars in new environments.
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- Frontiers in Plant Science, 2023, p. 1, doi. 10.3389/fpls.2023.1218151
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- Publication type:
- Article
A novel method for genomic-enabled prediction of cultivars in new environments.
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- Frontiers in Plant Science, 2023, p. 1, doi. 10.3389/fpls.2023.1218151
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- Publication type:
- Article
Do feature selection methods for selecting environmental covariables enhance genomic prediction accuracy?
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- Frontiers in Genetics, 2023, p. 1, doi. 10.3389/fgene.2023.1209275
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- Article
Genomic Prediction of Resistance to Tan Spot, Spot Blotch and Septoria Nodorum Blotch in Synthetic Hexaploid Wheat.
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- International Journal of Molecular Sciences, 2023, v. 24, n. 13, p. 10506, doi. 10.3390/ijms241310506
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- Article
Partial least squares enhance multi-trait genomic prediction of potato cultivars in new environments.
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- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-37169-y
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- Article
Inbreeding Effects on the Performance and Genomic Prediction for Polysomic Tetraploid Potato Offspring Grown at High Nordic Latitudes.
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- Genes, 2023, v. 14, n. 6, p. 1302, doi. 10.3390/genes14061302
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- Article
Sparse multi‐trait genomic prediction under balanced incomplete block design.
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- Plant Genome, 2023, v. 16, n. 2, p. 1, doi. 10.1002/tpg2.20305
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- Article
Efficacy of plant breeding using genomic information.
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- Plant Genome, 2023, v. 16, n. 2, p. 1, doi. 10.1002/tpg2.20346
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- Publication type:
- Article
Statistical Machine-Learning Methods for Genomic Prediction Using the SKM Library.
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- Genes, 2023, v. 14, n. 5, p. 1003, doi. 10.3390/genes14051003
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- Article
Optimizing multi-environment testing in potato breeding: using heritability estimates to determine number of replications, sites, and years for field trials.
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- Euphytica, 2023, v. 219, n. 4, p. 1, doi. 10.1007/s10681-023-03174-5
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- Article
Results from rapid-cycle recurrent genomic selection in spring bread wheat.
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- G3: Genes | Genomes | Genetics, 2023, v. 13, n. 4, p. 1, doi. 10.1093/g3journal/jkad025
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- Article
Optimizing Sparse Testing for Genomic Prediction of Plant Breeding Crops.
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- Genes, 2023, v. 14, n. 4, p. 927, doi. 10.3390/genes14040927
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- Article
Genomics combined with UAS data enhances prediction of grain yield in winter wheat.
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- Frontiers in Genetics, 2023, v. 14, p. 1, doi. 10.3389/fgene.2023.1124218
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- Article
Integrating Parental Phenotypic Data Enhances Prediction Accuracy of Hybrids in Wheat Traits.
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- Genes, 2023, v. 14, n. 2, p. 395, doi. 10.3390/genes14020395
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- Article
A Multi-Trait Gaussian Kernel Genomic Prediction Model under Three Tunning Strategies.
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- Genes, 2022, v. 13, n. 12, p. 2279, doi. 10.3390/genes13122279
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- Article
A Comparison between Three Tuning Strategies for Gaussian Kernels in the Context of Univariate Genomic Prediction.
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- Genes, 2022, v. 13, n. 12, p. 2282, doi. 10.3390/genes13122282
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- Article
Identification of Disease Resistance Parents and Genome-Wide Association Mapping of Resistance in Spring Wheat.
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- Plants (2223-7747), 2022, v. 11, n. 21, p. 2905, doi. 10.3390/plants11212905
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- Article
Genetic gains in potato breeding as measured by field testing of cultivars released during the last 200 years in the Nordic Region of Europe.
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- Journal of Agricultural Science, 2022, v. 160, n. 5, p. 310, doi. 10.1017/S002185962200034X
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- Article
Multi-trait genome prediction of new environments with partial least squares.
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- Frontiers in Genetics, 2022, v. 13, p. 1, doi. 10.3389/fgene.2022.966775
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- Article
Comparing gradient boosting machine and Bayesian threshold BLUP for genome‐based prediction of categorical traits in wheat breeding.
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- Plant Genome, 2022, v. 15, n. 3, p. 1, doi. 10.1002/tpg2.20214
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- Article
A Comparison of Three Machine Learning Methods for Multivariate Genomic Prediction Using the Sparse Kernels Method (SKM) Library.
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- Genes, 2022, v. 13, n. 8, p. 1494, doi. 10.3390/genes13081494
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- Article
Comparison of single-trait and multi-trait genomic predictions on agronomic and disease resistance traits in spring wheat.
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- Theoretical & Applied Genetics, 2022, v. 135, n. 8, p. 2747, doi. 10.1007/s00122-022-04147-3
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- Article
Identification of Spring Wheat with Superior Agronomic Performance under Contrasting Nitrogen Managements Using Linear Phenotypic Selection Indices.
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- Plants (2223-7747), 2022, v. 11, n. 14, p. N.PAG, doi. 10.3390/plants11141887
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- Article
A General-Purpose Machine Learning R Library for Sparse Kernels Methods With an Application for Genome-Based Prediction.
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- Frontiers in Genetics, 2022, p. 1, doi. 10.3389/fgene.2022.887643
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- Publication type:
- Article
Near-Infrared Spectroscopy to Predict Provitamin A Carotenoids Content in Maize.
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- Agronomy, 2022, v. 12, n. 5, p. 1027, doi. 10.3390/agronomy12051027
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- Article
Genomic Predictions for Common Bunt, FHB, Stripe Rust, Leaf Rust, and Leaf Spotting Resistance in Spring Wheat.
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- Genes, 2022, v. 13, n. 4, p. 565, doi. 10.3390/genes13040565
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- Publication type:
- Article
Genome-Based Genotype × Environment Prediction Enhances Potato (Solanum tuberosum L.) Improvement Using Pseudo-Diploid and Polysomic Tetraploid Modeling.
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- Frontiers in Plant Science, 2022, v. 13, p. 1, doi. 10.3389/fpls.2022.785196
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- Publication type:
- Article
Bayesian multitrait kernel methods improve multienvironment genome-based prediction.
- Published in:
- G3: Genes | Genomes | Genetics, 2022, v. 12, n. 2, p. 1, doi. 10.1093/g3journal/jkab406
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- Article
Genome-based prediction of agronomic traits in spring wheat under conventional and organic management systems.
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- Theoretical & Applied Genetics, 2022, v. 135, n. 2, p. 537, doi. 10.1007/s00122-021-03982-0
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- Publication type:
- Article
A New Deep Learning Calibration Method Enhances Genome-Based Prediction of Continuous Crop Traits.
- Published in:
- Frontiers in Genetics, 2021, v. 12, p. 1, doi. 10.3389/fgene.2021.798840
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- Article
Heritable Variation, Genetic and Phenotypic Correlations for Tuber Traits and Host Plant Resistance to Late Blight for Potato Breeding in Scandinavian Testing Sites.
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- Agriculture; Basel, 2021, v. 11, n. 12, p. 1287, doi. 10.3390/agriculture11121287
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- Article
A Comparison of the Adoption of Genomic Selection Across Different Breeding Institutions.
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- Frontiers in Plant Science, 2021, v. 12, p. 1, doi. 10.3389/fpls.2021.728567
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- Article
Deep‐learning power and perspectives for genomic selection.
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- Plant Genome, 2021, v. 14, n. 3, p. 1, doi. 10.1002/tpg2.20122
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- Publication type:
- Article
Multi-trait genomic-enabled prediction enhances accuracy in multi-year wheat breeding trials.
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- G3: Genes | Genomes | Genetics, 2021, v. 11, n. 10, p. 1, doi. 10.1093/g3journal/jkab270
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- Article
Rapid delivery systems for future food security.
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- 2021
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- Publication type:
- Letter
Harnessing translational research in wheat for climate resilience.
- Published in:
- Journal of Experimental Botany, 2021, v. 72, n. 14, p. 5134, doi. 10.1093/jxb/erab256
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- Article
Opportunities and Challenges of Predictive Approaches for Harnessing the Potential of Genetic Resources.
- Published in:
- Frontiers in Plant Science, 2021, v. 12, p. 1, doi. 10.3389/fpls.2021.674036
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- Publication type:
- Article
lme4GS: An R-Package for Genomic Selection.
- Published in:
- Frontiers in Genetics, 2021, v. 11, p. 1, doi. 10.3389/fgene.2021.680569
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- Article
EnvRtype: a software to interplay enviromics and quantitative genomics in agriculture.
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- G3: Genes | Genomes | Genetics, 2021, v. 11, n. 4, p. 1, doi. 10.1093/g3journal/jkab040
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- Publication type:
- Article