Results 41 to 50 of about 3,820,379 (274)
Deep learning versus parametric and ensemble methods for genomic prediction of complex phenotypes
Genetics Selection Evolution, 2020 Transforming large amounts of genomic data into valuable knowledge for predicting complex traits has been an important challenge for animal and plant breeders.
R. Abdollahi-Arpanahi +2 more
semanticscholar +1 more source
PLoS Genetics, 2020 Pan-genomic open reading frames (ORFs) potentially carry protein-coding gene or coding variant information in a population. In this study, we suggest that pan-genomic ORFs are promising to be utilized in estimation of heritability and genomic prediction.
Zhengcao Li, Henner Simianer
doaj +1 more source
Accuracy and responses of genomic selection on key traits in apple breeding [PDF]
, 2016 open13siThe application of genomic selection in fruit tree crops is expected to enhance breeding efficiency by increasing prediction accuracy, increasing selection intensity and decreasing generation interval.
core +1 more source
Maximum a posteriori Threshold Genomic Prediction Model for Ordinal Traits
G3: Genes, Genomes, Genetics, 2020 Due to the ever-increasing data collected in genomic breeding programs, there is a need for genomic prediction models that can deal better with big data.
Abelardo Montesinos-López +3 more
doaj +1 more source
Frontiers in Plant Science, 2021 Genomic prediction is a promising approach for accelerating the genetic gain of complex traits in wheat breeding. However, increasing the prediction accuracy (PA) of genomic prediction (GP) models remains a challenge in the successful implementation of ...
Harsimardeep S. Gill +12 more
doaj +1 more source
Predicted Residual Error Sum of Squares of Mixed Models: An Application for Genomic Prediction. [PDF]
, 2017 Genomic prediction is a statistical method to predict phenotypes of polygenic traits using high-throughput genomic data. Most diseases and behaviors in humans and animals are polygenic traits. The majority of agronomic traits in crops are also polygenic.
Xu, Shizhong
core +2 more sources
In silico Gene Characterization and biological annotation of Aspergillus niger CBS 513.88 [PDF]
, 2011 Genome annotation is the process of estimation of biological features from genomic data. The target of a genome annotation is to identify the key features of the genome sequence particularly, the genes and gene products.
Anuraj Nayarisseri +5 more
core +2 more sources
Genomic Prediction of (Mal)Adaptation Across Current and Future Climatic Landscapes
, 2020 Signals of local adaptation have been found in many plants and animals, highlighting the heterogeneity in the distribution of adaptive genetic variation throughout species ranges.
Thibaut Capblancq +4 more
semanticscholar +1 more source
Scientific Reports, 2019 We construct risk predictors using polygenic scores (PGS) computed from common Single Nucleotide Polymorphisms (SNPs) for a number of complex disease conditions, using L1-penalized regression (also known as LASSO) on case-control data from UK Biobank ...
Louis Lello +4 more
doaj +1 more source
Integration and mining of malaria molecular, functional and pharmacological data: how far are we from a chemogenomic knowledge space? [PDF]
, 2006 The organization and mining of malaria genomic and post-genomic data is highly motivated by the necessity to predict and characterize new biological targets and new drugs. Biological targets are sought in a biological space designed from the genomic data
Bastien, Olivier +14 more
core +4 more sources