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Vacuum Dynamics as an Alternative Method for Detection of Bimodal Milk Ejection in Dairy Cows
SIMPLE SUMMARY: We investigated the relationship between vacuum dynamics and milk flow curve characteristics using portable vacuum and milk flow recording devices, respectively, for the assessment of bimodal milk flow curves in dairy cows. For this purpose, we analyzed 241 vacuum and milk flow curve...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8300128/ https://www.ncbi.nlm.nih.gov/pubmed/34201426 http://dx.doi.org/10.3390/ani11071860 |
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author | Wieland, Matthias Geary, Christina Marie Gioia, Gloria Case, Kerry Lynn Moroni, Paolo Sipka, Anja |
author_facet | Wieland, Matthias Geary, Christina Marie Gioia, Gloria Case, Kerry Lynn Moroni, Paolo Sipka, Anja |
author_sort | Wieland, Matthias |
collection | PubMed |
description | SIMPLE SUMMARY: We investigated the relationship between vacuum dynamics and milk flow curve characteristics using portable vacuum and milk flow recording devices, respectively, for the assessment of bimodal milk flow curves in dairy cows. For this purpose, we analyzed 241 vacuum and milk flow curve recordings that we collected concomitantly during eight milking center evaluations on five New York dairy farms. We found that vacuum dynamics could be a suitable measure to assess bimodal milk flow curves in dairy cows. ABSTRACT: The primary objective of our study was to assess the ability of a vacuum recorder to detect the presence of bimodal milk flow curves in dairy cows compared with a portable milk flow meter. In a cross-sectional study, 241 individual cow milking observations were analyzed. We simultaneously collected (1) individual cow vacuum events during milking using portable vacuum recorders, and (2) individual cow milk flow curves by attaching a portable milk flow meter to the same milking unit. Presence of bimodality was assessed with the vacuum recorder visually (BIM(VA)) and with the gold standard method of a milk flow meter through automatic detection (BIM(LA)). Kappa statistics revealed moderate agreement between BIM(VA) and BIM(LA) [κ, 95% confidence intervals (95% CI) = 0.59 (0.46–0.71)]. Diagnostic test statistics for BIM(VA) for detection of bimodality indicated moderate performance for sensitivity [0.65 (0.52–0.76)] and positive predictive value [0.71 (0.58–0.82)] and high values for specificity [0.92 (0.87–0.95)] and negative predictive value [0.93 (0.84–0.93)]. We conclude that milking vacuum dynamics are a suitable measure to assess bimodal milk flow curves in dairy cows. |
format | Online Article Text |
id | pubmed-8300128 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83001282021-07-24 Vacuum Dynamics as an Alternative Method for Detection of Bimodal Milk Ejection in Dairy Cows Wieland, Matthias Geary, Christina Marie Gioia, Gloria Case, Kerry Lynn Moroni, Paolo Sipka, Anja Animals (Basel) Article SIMPLE SUMMARY: We investigated the relationship between vacuum dynamics and milk flow curve characteristics using portable vacuum and milk flow recording devices, respectively, for the assessment of bimodal milk flow curves in dairy cows. For this purpose, we analyzed 241 vacuum and milk flow curve recordings that we collected concomitantly during eight milking center evaluations on five New York dairy farms. We found that vacuum dynamics could be a suitable measure to assess bimodal milk flow curves in dairy cows. ABSTRACT: The primary objective of our study was to assess the ability of a vacuum recorder to detect the presence of bimodal milk flow curves in dairy cows compared with a portable milk flow meter. In a cross-sectional study, 241 individual cow milking observations were analyzed. We simultaneously collected (1) individual cow vacuum events during milking using portable vacuum recorders, and (2) individual cow milk flow curves by attaching a portable milk flow meter to the same milking unit. Presence of bimodality was assessed with the vacuum recorder visually (BIM(VA)) and with the gold standard method of a milk flow meter through automatic detection (BIM(LA)). Kappa statistics revealed moderate agreement between BIM(VA) and BIM(LA) [κ, 95% confidence intervals (95% CI) = 0.59 (0.46–0.71)]. Diagnostic test statistics for BIM(VA) for detection of bimodality indicated moderate performance for sensitivity [0.65 (0.52–0.76)] and positive predictive value [0.71 (0.58–0.82)] and high values for specificity [0.92 (0.87–0.95)] and negative predictive value [0.93 (0.84–0.93)]. We conclude that milking vacuum dynamics are a suitable measure to assess bimodal milk flow curves in dairy cows. MDPI 2021-06-23 /pmc/articles/PMC8300128/ /pubmed/34201426 http://dx.doi.org/10.3390/ani11071860 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wieland, Matthias Geary, Christina Marie Gioia, Gloria Case, Kerry Lynn Moroni, Paolo Sipka, Anja Vacuum Dynamics as an Alternative Method for Detection of Bimodal Milk Ejection in Dairy Cows |
title | Vacuum Dynamics as an Alternative Method for Detection of Bimodal Milk Ejection in Dairy Cows |
title_full | Vacuum Dynamics as an Alternative Method for Detection of Bimodal Milk Ejection in Dairy Cows |
title_fullStr | Vacuum Dynamics as an Alternative Method for Detection of Bimodal Milk Ejection in Dairy Cows |
title_full_unstemmed | Vacuum Dynamics as an Alternative Method for Detection of Bimodal Milk Ejection in Dairy Cows |
title_short | Vacuum Dynamics as an Alternative Method for Detection of Bimodal Milk Ejection in Dairy Cows |
title_sort | vacuum dynamics as an alternative method for detection of bimodal milk ejection in dairy cows |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8300128/ https://www.ncbi.nlm.nih.gov/pubmed/34201426 http://dx.doi.org/10.3390/ani11071860 |
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