Machine learning-derived cumulative health measure for assessing disease impact in dairy cattle

Machine learning-derived cumulative health measure for assessing disease impact in dairy cattle

Dairy cattle’s susceptibility to diseases significantly impacts their health, welfare, and longevity. Disability weights reflect the relative severity or impact of important diseases and provide an extension of epidemiological frequency measures. They are central for comparing disease burden across...

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Bibliographic Details
Main Authors: Afef Marzougui, Craig S. McConnel, Amber Adams-Progar, Tyler D. Biggs, Stephen P. Ficklin, Sindhuja Sankaran
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Animal Science
Subjects:
disability weight
pathophysiological data
behavior data
gene expression data
feature selection
disease burden
Online Access:https://www.frontiersin.org/articles/10.3389/fanim.2025.1532385/full
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https://www.frontiersin.org/articles/10.3389/fanim.2025.1532385/full

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