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Genomic prediction of blood biomarkers of metabolic disorders in Holstein cattle using parametric and nonparametric models.
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- Genetics Selection Evolution, 2024, v. 56, n. 1, p. 1, doi. 10.1186/s12711-024-00903-9
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- Article
Strengthening from dislocation restructuring and local climb at platelet linear complexions in Al-Cu alloys.
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- Materials Theory, 2024, v. 8, p. 1, doi. 10.1186/s41313-024-00062-w
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- Article
Inference about quantitative traits under selection: a Bayesian revisitation for the post-genomic era.
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- Genetics Selection Evolution, 2022, v. 54, n. 1, p. 1, doi. 10.1186/s12711-022-00765-z
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- Article
Anisotropic Thermally Conductive Composites Enabled by Acoustophoresis and Stereolithography.
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- Advanced Functional Materials, 2022, v. 32, n. 31, p. 1, doi. 10.1002/adfm.202201687
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- Article
Predictive assessment of single‐step BLUP with linear and non‐linear similarity RKHS kernels: A case study in chickens.
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- Journal of Animal Breeding & Genetics, 2022, v. 139, n. 3, p. 247, doi. 10.1111/jbg.12665
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- Article
Rohan Fernando: a road from Sri Lanka to Ames.
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- Genetics Selection Evolution, 2022, v. 54, n. 1, p. 1, doi. 10.1186/s12711-022-00704-y
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- Article
Calibration and validation of predicted genomic breeding values in an advanced cycle maize population.
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- Theoretical & Applied Genetics, 2021, v. 134, n. 9, p. 3069, doi. 10.1007/s00122-021-03880-5
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- Article
Opinionated Views on Genome-Assisted Inference and Prediction During a Pandemic.
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- Frontiers in Plant Science, 2021, v. 12, p. 1, doi. 10.3389/fpls.2021.717284
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- Article
Prediction of biological age and evaluation of genome-wide dynamic methylomic changes throughout human aging.
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- G3: Genes | Genomes | Genetics, 2021, v. 11, n. 7, p. 1, doi. 10.1093/g3journal/jkab112
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- Article
Feature Selection Stability and Accuracy of Prediction Models for Genomic Prediction of Residual Feed Intake in Pigs Using Machine Learning.
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- Frontiers in Genetics, 2021, v. 11, p. N.PAG, doi. 10.3389/fgene.2021.611506
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- Article
Machine Learning Prediction of Crossbred Pig Feed Efficiency and Growth Rate From Single Nucleotide Polymorphisms.
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- Frontiers in Genetics, 2020, v. 11, p. N.PAG, doi. 10.3389/fgene.2020.567818
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- Article
Genomic mating as sustainable breeding for Chinese indigenous Ningxiang pigs.
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- PLoS ONE, 2020, v. 15, n. 8, p. 1, doi. 10.1371/journal.pone.0236629
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- Article
Opportunities for Electron Backscattered Diffraction Enabled by Direct Electron Detection.
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- 2020
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- Abstract
Opportunities for Electron Backscattered Diffraction Enabled by Direct Electron Detection.
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- 2020
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- Publication type:
- Abstract
Structural equation modeling for investigating multi-trait genetic architecture of udder health in dairy cattle.
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- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-64575-3
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- Article
Deep learning versus parametric and ensemble methods for genomic prediction of complex phenotypes.
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- Genetics Selection Evolution, 2020, v. 52, n. 1, p. 1, doi. 10.1186/s12711-020-00531-z
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- Article
A Multiple-Trait Bayesian Lasso for Genome-Enabled Analysis and Prediction of Complex Traits.
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- Genetics, 2020, v. 214, n. 2, p. 305, doi. 10.1534/genetics.119.302934
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- Article
Deep Kernel and Deep Learning for Genome-Based Prediction of Single Traits in Multienvironment Breeding Trials.
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- Frontiers in Genetics, 2019, v. 10, p. 1, doi. 10.3389/fgene.2019.01168
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- Article
Flexible Conductive Composites with Programmed Electrical Anisotropy Using Acoustophoresis.
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- Advanced Materials Technologies, 2019, v. 4, n. 12, p. N.PAG, doi. 10.1002/admt.201900586
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- Article
Joint Use of Genome, Pedigree, and Their Interaction with Environment for Predicting the Performance of Wheat Lines in New Environments.
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- G3: Genes | Genomes | Genetics, 2019, v. 9, n. 9, p. 2925, doi. 10.1534/g3.119.400508
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- Article
Defect Characterization using Transmission Scanning Electron Microscopy.
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- Microscopy & Microanalysis, 2019, p. 1836, doi. 10.1017/S1431927618009662
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- Article
New Deep Learning Genomic-Based Prediction Model for Multiple Traits with Binary, Ordinal, and Continuous Phenotypes.
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- G3: Genes | Genomes | Genetics, 2019, v. 9, n. 5, p. 1545, doi. 10.1534/g3.119.300585
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- Article
A robust Bayesian genome-based median regression model.
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- Theoretical & Applied Genetics, 2019, v. 132, n. 5, p. 1587, doi. 10.1007/s00122-019-03303-6
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- Article
A certain invariance property of BLUE in a whole‐genome regression context.
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- Journal of Animal Breeding & Genetics, 2019, v. 136, n. 2, p. 113, doi. 10.1111/jbg.12378
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- Article
A Benchmarking Between Deep Learning, Support Vector Machine and Bayesian Threshold Best Linear Unbiased Prediction for Predicting Ordinal Traits in Plant Breeding.
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- G3: Genes | Genomes | Genetics, 2019, v. 9, n. 2, p. 601, doi. 10.1534/g3.118.200998
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- Article
Multi-trait, Multi-environment Deep Learning Modeling for Genomic-Enabled Prediction of Plant Traits.
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- G3: Genes | Genomes | Genetics, 2018, v. 8, n. 12, p. 3829, doi. 10.1534/g3.118.200728
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- Article
Including Phenotypic Causal Networks in Genome-Wide Association Studies Using Mixed Effects Structural Equation Models.
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- Frontiers in Genetics, 2018, p. N.PAG, doi. 10.3389/fgene.2018.00455
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- Article
Conceptual framework for investigating causal effects from observational data in livestock.
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- Journal of Animal Science, 2018, v. 96, n. 10, p. 4045, doi. 10.1093/jas/sky277
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- Article
Predictive ability of genome-assisted statistical models under various forms of gene action.
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- Scientific Reports, 2018, v. 8, n. 1, p. 1, doi. 10.1038/s41598-018-30089-2
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- Article
Defect Characterization using Transmission Scanning Electron Microscopy.
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- 2018
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- Publication type:
- Abstract
Prediction of Complex Traits: Robust Alternatives to Best Linear Unbiased Prediction.
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- Frontiers in Genetics, 2018, p. 1, doi. 10.3389/fgene.2018.00195
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- Article
It is unlikely that genomic selection will ever be 100% accurate.
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- Journal of Animal Breeding & Genetics, 2017, v. 134, n. 6, p. 438, doi. 10.1111/jbg.12307
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- Article
Bayesian Networks Illustrate Genomic and Residual Trait Connections in Maize (Zea mays L.).
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- G3: Genes | Genomes | Genetics, 2017, v. 7, n. 8, p. 2779, doi. 10.1534/g3.117.044263
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- Article
Genome-wide association analysis in dogs implicates 99 loci as risk variants for anterior cruciate ligament rupture.
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- PLoS ONE, 2017, v. 12, n. 4, p. 1, doi. 10.1371/journal.pone.0173810
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- Article
A predictive assessment of genetic correlations between traits in chickens using markers.
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- Genetics Selection Evolution, 2017, v. 49, p. 1, doi. 10.1186/s12711-017-0290-9
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- Article
Cross-Validation Without Doing Cross-Validation in Genome-Enabled Prediction.
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- G3: Genes | Genomes | Genetics, 2016, v. 6, n. 10, p. 3107, doi. 10.1534/g3.116.033381
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- Article
Genome-Wide Association Studies with a Genomic Relationship Matrix: A Case Study with Wheat and Arabidopsis.
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- G3: Genes | Genomes | Genetics, 2016, v. 6, n. 10, p. 3241, doi. 10.1534/g3.116.034256
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- Article
Incorporating parent-of-origin effects in whole-genome prediction of complex traits.
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- Genetics Selection Evolution, 2016, v. 48, p. 1, doi. 10.1186/s12711-016-0213-1
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- Article
Linking stress-driven microstructural evolution in nanocrystalline aluminium with grain boundary doping of oxygen.
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- Nature Communications, 2016, v. 7, n. 4, p. 11225, doi. 10.1038/ncomms11225
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- Article
Genome-enabled prediction using probabilistic neural network classifiers.
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- BMC Genomics, 2016, v. 17, p. 1, doi. 10.1186/s12864-016-2553-1
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- Article
Differential contribution of genomic regions to marked genetic variation and prediction of quantitative traits in broiler chickens.
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- Genetics Selection Evolution, 2016, v. 48, p. 1, doi. 10.1186/s12711-016-0187-z
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- Article
Thermomechanical Behavior of Molded Metallic Glass Nanowires.
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- Scientific Reports, 2016, p. 19530, doi. 10.1038/srep19530
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- Article
Orthogonal Control of Stability and Tunable Dry Adhesion by Tailoring the Shape of Tapered Nanopillar Arrays.
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- Advanced Materials, 2015, v. 27, n. 47, p. 7788, doi. 10.1002/adma.201503347
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- Article
Prediction of Plant Height in Arabidopsis thaliana Using DNA Methylation Data.
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- Genetics, 2015, v. 201, n. 2, p. 779, doi. 10.1534/genetics.115.177204
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- Article
Do Molecular Markers Inform About Pleiotropy?
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- Genetics, 2015, v. 201, n. 1, p. 23, doi. 10.1534/genetics.115.179978
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- Article
A GWAS assessment of the contribution of genomic imprinting to the variation of body mass index in mice.
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- BMC Genomics, 2015, v. 16, n. 1, p. 1, doi. 10.1186/s12864-015-1721-z
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- Article
Nanomechanics: Full recovery takes time.
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- Nature Nanotechnology, 2015, v. 10, n. 8, p. 659, doi. 10.1038/nnano.2015.164
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- Article
Measuring surface dislocation nucleation in defect-scarce nanostructures.
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- Nature Materials, 2015, v. 14, n. 7, p. 707, doi. 10.1038/nmat4288
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- Article
The Causal Meaning of Genomic Predictors and How It Affects Construction and Comparison of Genome-Enabled Selection Models.
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- Genetics, 2015, v. 200, n. 2, p. 483, doi. 10.1534/genetics.114.169490
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- Publication type:
- Article
New Insights into the Post-Translational Regulation of DNA Damage Response and Double-Strand Break Repair in Caenorhabditis elegans.
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- Genetics, 2015, v. 200, n. 2, p. 495, doi. 10.1534/genetics.115.175661
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- Article