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Sensitivity analysis based on the random forest machine learning algorithm identifies candidate genes for regulation of innate and adaptive immune response of chicken

Two categories of immune responses—innate and adaptive immunity—have both polygenic backgrounds and a significant environmental component. The goal of the reported study was to define candidate genes and mutations for the immune traits of interest in chickens using machine learning–based sensitivity...

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Bibliografski detalji
Izdano u:Poult Sci
Glavni autori: Polewko-Klim, Aneta, Lesiński, Wojciech, Golińska, Agnieszka Kitlas, Mnich, Krzysztof, Siwek, Maria, Rudnicki, Witold R.
Format: Artigo
Jezik:Inglês
Izdano: Elsevier 2020
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7704721/
https://ncbi.nlm.nih.gov/pubmed/33248550
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.psj.2020.08.059
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