Comparison of a machine learning model with a conventional rule-based selective dry cow therapy algorithm for detection of intramammary infections

ABSTRACT: We trained machine learning models to identify IMI in late-lactation cows at dry-off to guide antibiotic treatment, and compared their performance to a rule-based algorithm that is currently used on dairy farms in the United States. We conducted an observational test characteristics study...

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Bibliographic Details
Main Authors: S.M. Rowe, E. Zhang, S.M. Godden, A.K. Vasquez, D.V. Nydam
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Journal of Dairy Science
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Online Access:http://www.sciencedirect.com/science/article/pii/S0022030224011809
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