期刊
BIOSYSTEMS ENGINEERING
卷 156, 期 -, 页码 1-6出版社
ACADEMIC PRESS INC ELSEVIER SCIENCE
DOI: 10.1016/j.biosystemseng.2017.01.004
关键词
Diagnosis; Electronic nose (eNose); Oestrus; Exhaled breath
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. (C) 2017 IAgrE. Published by Elsevier Ltd. All rights reserved.
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