Identification of Predictor Genes for Feed Efficiency in Beef Cattle by Applying Machine Learning Methods to Multi-Tissue Transcriptome Data

Machine learning (ML) methods have shown promising results in identifying genes when applied to large transcriptome datasets. However, no attempt has been made to compare the performance of combining different ML methods together in the prediction of high feed efficiency (HFE) and low feed efficienc...

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Vydáno v:Front Genet
Hlavní autoři: Chen, Weihao, Alexandre, Pâmela A., Ribeiro, Gabriela, Fukumasu, Heidge, Sun, Wei, Reverter, Antonio, Li, Yutao
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2021
Témata:
Genetics
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7921797/
https://ncbi.nlm.nih.gov/pubmed/33664767
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2021.619857
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