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Classification and prediction of Mycobacterium Avium subsp. Paratuberculosis (MAP) shedding severity in cattle based on young stock heifer faecal microbiota composition using random forest algorithms

Abstract Background Bovine paratuberculosis is a devastating infectious disease caused by Mycobacterium avium subsp. paratuberculosis (MAP). The development of the paratuberculosis in cattle can take up to a few years and vastly differs between individuals in severity of the clinical symptoms and sh...

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Principais autores: Alexander Umanets, Annemieke Dinkla, Stephanie Vastenhouw, Lars Ravesloot, Ad P. Koets
Format: Artigo
Sprog:Inglês
Udgivet: BMC 2021-11-01
Serier:Animal Microbiome
Fag:
Mycobacterium avium subsp. paratuberculosis
Gut microbiota
Machine learning
Prediction
Pathogen shedding
Bovine
Online adgang:https://doi.org/10.1186/s42523-021-00143-y
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