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Feature Selection Stability and Accuracy of Prediction Models for Genomic Prediction of Residual Feed Intake in Pigs Using Machine Learning
(Frontiers Media, 2021-02-22)
Feature selection (FS, i.e., selection of a subset of predictor variables) is essential in high-dimensional datasets to prevent overfitting of prediction/classification models and reduce computation ...
Machine Learning Prediction of Crossbred Pig Feed Efficiency and Growth Rate From Single Nucleotide Polymorphisms
(Frontiers Media, 2020-12-18)
This research assessed the ability of a Support Vector Machine (SVM) regression model to predict pig crossbred (CB) performance from various sources of phenotypic and genotypic information for improving ...
Quantification of camelid cytokine mRNA expression in PBMCs by microfluidic qPCR technology
(Elsevier, 2023-09-17)
Camelids are economically and socially important in several parts of the world and might carry pathogens with
epizootic or zoonotic potential. However, biological research in these species is limited ...
A gene co-association network regulating gut microbial communities in a Duroc pig population
(BMC, 2021-02-21)
Background. Analyses of gut microbiome composition in livestock species have shown its potential to contribute to the regulation of complex phenotypes. However, little is known about the host genetic ...
Identification of strong candidate genes for backfat and intramuscular fatty acid composition in three crosses based on the Iberian pig
(Nature Research, 2020-08-18)
Meat quality has an important genetic component and can be modified by the fatty acid (FA) composition and the amount of fat contained in adipose tissue and muscle. The present study aimed to find genomic ...
Understanding host-microbiota interactions in the commercial piglet around weaning
(Nature Research, 2021-12-06)
Weaning is a critical period in the life of pigs with repercussions on their health and welfare and on the
economy of the swine industry. This study aimed to assess the efect of the commercial early ...
Describing variability in pig genes involved in coronavirus infections for a One Health perspective in conservation of animal genetic resources
(Nature Research, 2021-02-09)
Coronaviruses silently circulate in human and animal populations, causing mild to severe diseases. Therefore, livestock are important components of a “One Health” perspective aimed to control these viral ...