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

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...

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Bibliographic Details
Main Authors: 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: Article
Language:English
Published: PeerJ Inc. 2021-07-01
Series:PeerJ
Subjects:
Dairy cattle
Cull cows
Antimicrobial resistance
Random forest
Gradient boosting
Decision tree classification
Online Access:https://peerj.com/articles/11732.pdf

Internet

https://peerj.com/articles/11732.pdf

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