AI Medical Compendium Journal:
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie

Showing 1 to 6 of 6 articles

Classifying aneuploidy in genotype intensity data using deep learning.

Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie Feb 21, 2023
Aneuploidy is the loss or gain of one or more chromosomes. Although it is a rare phenomenon in liveborn individuals, it is observed in livestock breeding populations. These breeding populations are often routinely genotyped and the genotype intensity...
Neural Networks, Computer Genotype Aneuploidy Deep Learning Animals
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Application of ensemble learning to genomic selection in chinese simmental beef cattle.

Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie Oct 22, 2020
Genomic selection (GS) using the whole-genome molecular makers to predict genomic estimated breeding values (GEBVs) is revolutionizing the livestock and plant breeding. Seeking out novel strategies with higher prediction accuracy for GS has been the ...
Genotype Genomics Animals Machine Learning Reproducibility of Results Phenotype Cattle China
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Improving genomic prediction accuracy for meat tenderness in Nellore cattle using artificial neural networks.

Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie Feb 5, 2020
The goal of this study was to compare the predictive performance of artificial neural networks (ANNs) with Bayesian ridge regression, Bayesian Lasso, Bayes A, Bayes B and Bayes Cπ in estimating genomic breeding values for meat tenderness in Nellore c...
Gene Frequency Breeding Meat Linkage Disequilibrium Chromosomes Genome Pedigree Polymorphism, Single Nucleotide Bayes Theorem Genotype Cattle Genomics Animals Neural Networks, Computer Quantitative Trait, Heritable
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Attribute selection and model evaluation for the maternal and paternal imprinted genes in bovine (Bos Taurus) using supervised machine learning algorithms.

Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie Jan 29, 2019
Imprinted genes display biased expression of paternal and maternal alleles in mammals. They are marked through epigenetic process during gametogenesis. Characterization of imprinted genes has expanded our understanding of the regulation and function ...
Cattle Long Interspersed Nucleotide Elements Polymorphism, Single Nucleotide Humans Animals Maternal Inheritance Alleles Selection, Genetic Genomic Imprinting Paternal Inheritance Supervised Machine Learning
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Impact of relationships between test and training animals and among training animals on reliability of genomic prediction.

Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie May 23, 2015
One of the factors affecting the reliability of genomic prediction is the relationship among the animals of interest. This study investigated the reliability of genomic prediction in various scenarios with regard to the relationship between test and ...
Breeding Cattle Linear Models Bayes Theorem Reproducibility of Results Machine Learning Genomics Animals
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Animal Breeding learning from machine learning.

Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie Apr 1, 2017
Machine Learning Breeding Models, Biological Dairying Animals Selection, Genetic
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