Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
5471860 | Biosystems Engineering | 2017 | 6 Pages |
Abstract
To explore the possibility of automating the process of detecting oestrus cows via electronic olfaction, we designed and built an integrated measurement system consisting of a breath sample device, electronic nose, and a diagnosis model. The diagnosis performance, using a data set of 71 measurements on 52 cows in total, was a receiver operating characteristic curve with an area under the curve of 0.86, which had 83% sensitivity and 86% specificity for a specifically chosen threshold value. These results indicate a potential for automated detection based on breath sampling.
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Physical Sciences and Engineering
Engineering
Control and Systems Engineering
Authors
Francis E.P. Sanderink, Jan Willem Gerritsen, Peter W.G. Groot Koerkamp, Simon van Mourik,