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Protection, control products and residues Unit
Quality and authentication of agricultural products Unit
Valorization of agricultural products, biomass and wood Unit
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Journal Article
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 for Dairy Cows Using Milk Mid-Infrared Spectra and Machine Learning.
Journal of Dairy Science,
Audiovisual Material
Przybylski, T. , Grelet, C. , Dale, L. , Ben Mohamed, Y. , Leblois, J. , Soyeurt, H. & Dehareng, F. (2026).
Supporting dairy cows breeding practices using historical fertility data and MIR spectra : a deep learning approach.
Lecture in: 77th Annual Meeting of the European Federation of Animal Science, Hamburg, Germany, September 7-11, 2026.
Audiovisual Material
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?
Lecture in: IDF BENC Event, Connection and Interaction Between Research and Practice, Londerzeel, Belgium, 22th April 2026.
Audiovisual Material
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.
Lecture in: 77th Annual Meeting of the European Federation of Animal Science, Hamburg, Germany, September 7-11, 2026.
Audiovisual Material
Grelet, C. , Fernández Pierna, J.A. , Arnould, Q. , Delhotte, D. , Erfan, M. , Labib, S.R. , Kishka, A.S. , Magdy, E. , Essam, F. , Mortada, B. , Sabry, Y.M. , Cousin, P. , Bromedir Consortium , Baeten, V. & Dehareng, F. (2026).
BROMEDIR: Development and evaluation of a miniaturized FT-MIR instrument for in-farm milk analysis.
Lecture in: 77th Annual Meeting of the European Federation of Animal Science, Hamburg, Germany, September 7-11, 2026.
Poster
Manuelian, C.L. , Martini, D. , Goi, A. , Coppa, M. , Caumette, E. , Grelet, C. , Eppenstein, R. , Gelé, M. , Berry, D. , Martin, B. & De Marchi, M. (2026).
Milk mid-infrared spectra potentially authenticates farming system intensification level and season of production.
Poster in: 77th Annual Meeting of the European Federation of Animal Science, Hamburg, Germany, September 7-11, 2026.
Audiovisual Material
Manuelian, C.L. , Goi, A. , Martini, D. , Caumette, E. , Coppa, M. , Grelet, C. , Eppenstein, R. , Berry, D. , Gelé, M. , Martin, B. & De Marchi, M. (2026).
Authenticating farming systems and season based on milk mid-infrared spectra.
Lecture in: ADSA Annual Conference, Milwaukee, USA, June 21-24, 2026.
Audiovisual Material
Cabaraux, E. , Alexakis, I. , Franceschini, S. , Christophe, O. , Grelet, C. , Calmels, M. , Lecomte, C. , Bertozzi, C. , Veselko, D. , Dehareng, F. & Soyeurt, H. (2026).
Artificial neural networks outperform partial least squares models for fatty acids estimation using FT-MIR spectrometry on bovine milk: a first step towards transfer learning on small ruminants.
Lecture in: ICAR Annual Conference, Verona, Italy, May 29 - June 5, 2026.
Audiovisual Material
Grelet, C. , Bahadi, M. , Broutin, P. , Caputo, M. , Christophe, O. , Dale, L. , Frizzarin, M. , Leblois, J. , Mensching, A. , Orlandini, S. , Petrini, J. , Hansen, P.W. , Vancleef, K. , Wolf, V. , Soyeurt, H. & Dehareng, F. (2026).
Extramir comparison of spectral standardisation methods.
Lecture in: ICAR Annual Conference, Verona, Italy, May 29 - June 5, 2026.
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