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Clément GRELET
Les articles de Clément GRELET
Scientific publications
Can unsupervised learning methods applied to milk recording big data provide new insights into dairy cow health?
Franceschini, S. , Grelet, C. , Leblois, J. , Gengler, N. , GplusE Consortium & Soyeurt, H. (2022). Can unsupervised learning methods applied to milk recording big data provide...
Scientific publications
Defining a nitrogen efficiency index in Holstein cows and assessing its potential effect on the breeding program of bulls
Chen, Y. , Atashi, H. , Grelet, C. , Vanderick, S. , Hu, H. & Gengler, N. (2022). Defining a nitrogen efficiency index in Holstein cows and assessing its potential effect on the...
Scientific publications
Identification of chronic stress biomarkers in dairy cows
Grelet, C. , Vanden Dries, V. , Leblois, J. , Wavreille, J. , Mirabito, L. , Soyeurt, H. , Franceschini, S. , Gengler, N. , Brostaux, Y. , HappyMoo consortium & Dehareng, F. (2022)....
Scientific publications
Prediction of Acute and Chronic Mastitis in Dairy Cows Based on Somatic Cell Score and Mid-Infrared Spectroscopy of Milk
Rienesl, L. , Khayatzadeh, N. , Köck, A. , Egger-Danner, C. , Gengler, N. , Grelet, C. , Dale, L.M. , Werner, A. , Auer, F.J. , Leblois, J. & Sölkner, J. (2022). Prediction of...
Scientific publications
Associations between Circulating IGF-1 Concentrations, Disease Status and the Leukocyte Transcriptome in Early Lactation Dairy Cows
Wathes, D.C. , Becker, F. , Buggiotti, L. , Crowe, M.A. , Ferris, C. , Foldager, L. , Grelet, C. , Hostens, M. , Ingvartsen, K.L. , Marchitelli, C. , Salavati, M. , Signorelli, F....
Scientific publications
A Data-Driven Physiological Profiles Classification for Dairy Cows Using Milk Mid-Infrared Spectra and Machine Learning
Chen, Y. , Atashi, H. , Franceschini, S. , Grelet, C. , Nickmilder, C. , Lemal, P. , Wijnrocx, K. , Soyeurt, H. & Gengler, N. (2026). A Data-Driven Physiological Profiles Classification...
Scientific publications
Supporting dairy cows breeding practices using historical fertility data and MIR spectra : a deep learning approach
Przybylski, T. , Grelet, C. , Dale, L. , Ben Mohamed, Y. , Leblois, J. , Soyeurt, H. & Dehareng, F. (2026). Supporting dairy cows breeding practices using historical fertility...
Scientific publications
Is it relevant to consider using infrared spectroscopy to detect contaminants in milk?
Grelet, C. , Fernández Pierna, J.A. , Christophe, O. , Baeten, V. & Dehareng, F. (2026). Is it relevant to consider using infrared spectroscopy to detect contaminants in milk?...
Scientific publications
Improving milk mid-infrared prediction of dairy cow chronic stress biomarkers using machine learning and deep learning
Simon, H. , Grelet, C. , Franceschini, S. & Dehareng, F. (2026). Improving milk mid-infrared prediction of dairy cow chronic stress biomarkers using machine learning and deep learning....
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