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First Evaluation of Infrared Thermography as a Tool for the Monitoring of Udder Health Status in Farms of Dairy Cows

The aim of the present study was to test infrared thermography (IRT), under field conditions, as a possible tool for the evaluation of cow udder health status. Thermographic images (n. 310) from different farms (n. 3) were collected and evaluated using a dedicated software application to calculate a...

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Autores principales: Zaninelli, Mauro, Redaelli, Veronica, Luzi, Fabio, Bronzo, Valerio, Mitchell, Malcolm, Dell’Orto, Vittorio, Bontempo, Valentino, Cattaneo, Donata, Savoini, Giovanni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5877300/
https://www.ncbi.nlm.nih.gov/pubmed/29538352
http://dx.doi.org/10.3390/s18030862
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author Zaninelli, Mauro
Redaelli, Veronica
Luzi, Fabio
Bronzo, Valerio
Mitchell, Malcolm
Dell’Orto, Vittorio
Bontempo, Valentino
Cattaneo, Donata
Savoini, Giovanni
author_facet Zaninelli, Mauro
Redaelli, Veronica
Luzi, Fabio
Bronzo, Valerio
Mitchell, Malcolm
Dell’Orto, Vittorio
Bontempo, Valentino
Cattaneo, Donata
Savoini, Giovanni
author_sort Zaninelli, Mauro
collection PubMed
description The aim of the present study was to test infrared thermography (IRT), under field conditions, as a possible tool for the evaluation of cow udder health status. Thermographic images (n. 310) from different farms (n. 3) were collected and evaluated using a dedicated software application to calculate automatically and in a standardized way, thermographic indices of each udder. Results obtained have confirmed a significant relationship between udder surface skin temperature (USST) and classes of somatic cell count in collected milk samples. Sensitivity and specificity in the classification of udder health were: 78.6% and 77.9%, respectively, considering a level of somatic cell count (SCC) of 200,000 cells/mL as a threshold to classify a subclinical mastitis or 71.4% and 71.6%, respectively when a threshold of 400,000 cells/mL was adopted. Even though the sensitivity and specificity were lower than in other published papers dealing with non-automated analysis of IRT images, they were considered acceptable as a first field application of this new and developing technology. Future research will permit further improvements in the use of IRT, at farm level. Such improvements could be attained through further image processing and enhancement, and the application of indicators developed and tested in the present study with the purpose of developing a monitoring system for the automatic and early detection of mastitis in individual animals on commercial farms.
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spelling pubmed-58773002018-04-09 First Evaluation of Infrared Thermography as a Tool for the Monitoring of Udder Health Status in Farms of Dairy Cows Zaninelli, Mauro Redaelli, Veronica Luzi, Fabio Bronzo, Valerio Mitchell, Malcolm Dell’Orto, Vittorio Bontempo, Valentino Cattaneo, Donata Savoini, Giovanni Sensors (Basel) Communication The aim of the present study was to test infrared thermography (IRT), under field conditions, as a possible tool for the evaluation of cow udder health status. Thermographic images (n. 310) from different farms (n. 3) were collected and evaluated using a dedicated software application to calculate automatically and in a standardized way, thermographic indices of each udder. Results obtained have confirmed a significant relationship between udder surface skin temperature (USST) and classes of somatic cell count in collected milk samples. Sensitivity and specificity in the classification of udder health were: 78.6% and 77.9%, respectively, considering a level of somatic cell count (SCC) of 200,000 cells/mL as a threshold to classify a subclinical mastitis or 71.4% and 71.6%, respectively when a threshold of 400,000 cells/mL was adopted. Even though the sensitivity and specificity were lower than in other published papers dealing with non-automated analysis of IRT images, they were considered acceptable as a first field application of this new and developing technology. Future research will permit further improvements in the use of IRT, at farm level. Such improvements could be attained through further image processing and enhancement, and the application of indicators developed and tested in the present study with the purpose of developing a monitoring system for the automatic and early detection of mastitis in individual animals on commercial farms. MDPI 2018-03-14 /pmc/articles/PMC5877300/ /pubmed/29538352 http://dx.doi.org/10.3390/s18030862 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Communication
Zaninelli, Mauro
Redaelli, Veronica
Luzi, Fabio
Bronzo, Valerio
Mitchell, Malcolm
Dell’Orto, Vittorio
Bontempo, Valentino
Cattaneo, Donata
Savoini, Giovanni
First Evaluation of Infrared Thermography as a Tool for the Monitoring of Udder Health Status in Farms of Dairy Cows
title First Evaluation of Infrared Thermography as a Tool for the Monitoring of Udder Health Status in Farms of Dairy Cows
title_full First Evaluation of Infrared Thermography as a Tool for the Monitoring of Udder Health Status in Farms of Dairy Cows
title_fullStr First Evaluation of Infrared Thermography as a Tool for the Monitoring of Udder Health Status in Farms of Dairy Cows
title_full_unstemmed First Evaluation of Infrared Thermography as a Tool for the Monitoring of Udder Health Status in Farms of Dairy Cows
title_short First Evaluation of Infrared Thermography as a Tool for the Monitoring of Udder Health Status in Farms of Dairy Cows
title_sort first evaluation of infrared thermography as a tool for the monitoring of udder health status in farms of dairy cows
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5877300/
https://www.ncbi.nlm.nih.gov/pubmed/29538352
http://dx.doi.org/10.3390/s18030862
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