Machine learning approaches to predict and detect early-onset of digital dermatitis in dairy cows using sensor data

Machine learning approaches to predict and detect early-onset of digital dermatitis in dairy cows using sensor data

The present study aimed to employ machine learning algorithms based on sensor behavior data for (1) early-onset detection of digital dermatitis (DD) and (2) DD prediction in dairy cows. Our machine learning model, which was based on the Tree-Based Pipeline Optimization Tool (TPOT) automatic machine...

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Bibliographic Details
Main Authors: Jennifer Magana, Dinu Gavojdian, Yakir Menahem, Teddy Lazebnik, Anna Zamansky, Amber Adams-Progar
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Veterinary Science
Subjects:
animal behavior
dairy cattle
digital dermatitis
sensor data
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fvets.2023.1295430/full

Internet

https://www.frontiersin.org/articles/10.3389/fvets.2023.1295430/full

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