Dairy management practices associated with multi-drug resistant fecal commensals and Salmonella in cull cows: a machine learning approach

Background Understanding the effects of herd management practices on the prevalence of multidrug-resistant pathogenic Salmonella and commensals Enterococcus spp. and Escherichia coli in dairy cattle is key in reducing antibacterial resistant infections in humans originating from food animals. Our ob...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Pranav S. Pandit, Deniece R. Williams, Paul Rossitto, John M. Adaska, Richard Pereira, Terry W. Lehenbauer, Barbara A. Byrne, Xunde Li, Edward R. Atwill, Sharif S. Aly
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	PeerJ Inc. 2021-07-01
Schriftenreihe:	PeerJ
Schlagworte:	Dairy cattle Cull cows Antimicrobial resistance Random forest Gradient boosting Decision tree classification
Online-Zugang:	https://peerj.com/articles/11732.pdf
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