Results 1 to 10 of about 303,388 (246)
Ensemble AnalySis with Interpretable Genomic Prediction (EasiGP): Computational tool for interpreting ensembles of genomic prediction models [PDF]
The Plant GenomeAn ensemble of multiple genomic prediction models has grown in popularity due to consistent prediction performance improvements in crop breeding. However, technical tools that analyze the predictive behavior at the genome level are lacking.
Shunichiro Tomura +3 more
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Scientific Reports, 2023 We use UK Biobank and a unique IVF family dataset (including genotyped embryos) to investigate sibling variation in both phenotype and genotype. We compare phenotype (disease status, height, blood biomarkers) and genotype (polygenic scores, polygenic ...
Louis Lello +3 more
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Estimation of Pool Construction and Technical Error
Agriculture, 2021 Pooling animals with extreme phenotypes can improve the accuracy of genetic evaluation or provide genetic evaluation for novel traits at relatively low cost by exploiting large amounts of low-cost phenotypic data from animals in the commercial sector ...
John Keele +4 more
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Application of Genomic Data for Reliability Improvement of Pig Breeding Value Estimates
Animals, 2021 Replacement pigs’ genomic prediction for reproduction (total number and born alive piglets in the first parity), meat, fatness and growth traits (muscle depth, days to 100 kg and backfat thickness over 6–7 rib) was tested using single-step genomic best ...
Ekaterina Melnikova +10 more
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Utility and First Clinical Application of Screening Embryos for Polygenic Disease Risk Reduction
Frontiers in Endocrinology, 2019 For over 2 decades preimplantation genetic testing (PGT) has been in clinical use to reduce the risk of miscarriage and genetic disease in patients with advanced maternal age and risk of transmitting disease.
Nathan R. Treff +18 more
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BMC Genomics, 2020 Background Genomic selection (GS) or genomic prediction is a promising approach for tree breeding to obtain higher genetic gains by shortening time of progeny testing in breeding programs.
Ainhoa Calleja-Rodriguez +7 more
doaj +1 more source
Genomic Prediction Using LD-Based Haplotypes in Combined Pig Populations
Frontiers in Genetics, 2022 The size of reference population is an important factor affecting genomic prediction. Thus, combining different populations in genomic prediction is an attractive way to improve prediction ability.
Haoqiang Ye +8 more
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The impact of genomic relatedness between populations on the genomic estimated breeding values
Journal of Animal Science and Biotechnology, 2018 In genomic selection, prediction accuracy is highly driven by the size of animals in the reference population (RP). Combining related populations from different countries and regions or using a related population with large size of RP has been considered
Peipei Ma +7 more
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Bayesian methods for jointly estimating genomic breeding values of one continuous and one threshold trait. [PDF]
PLoS ONE, 2017 Genomic selection has become a useful tool for animal and plant breeding. Currently, genomic evaluation is usually carried out using a single-trait model.
Chonglong Wang +5 more
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Frontiers in Plant Science, 2020 Over the last two decades, the application of genomic selection has been extensively studied in various crop species, and it has become a common practice to report prediction accuracies using cross validation.
Christian R. Werner +9 more
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