Responsable de laboratoire
Frédéric DEHARENG
Researchgate Les articles de Frédéric DEHARENG
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....
Scientific publications
BROMEDIR: Development and evaluation of a miniaturized FT-MIR instrument for in-farm milk analysis
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...
Scientific publications
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
Cabaraux, E. , Alexakis, I. , Franceschini, S. , Christophe, O. , Grelet, C. , Calmels, M. , Lecomte, C. , Bertozzi, C. , Veselko, D. , Dehareng, F. & Soyeurt, H. (2026). Artificial...
Scientific publications
Extramir comparison of spectral standardisation methods
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,...
Scientific publications
BROMEDIR - PART B : Evaluation of a miniaturized FT-MIR instrument for in-farm milk analysis
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...
Scientific publications
BROMEDIR - PART A: Development of a miniaturized FT-MIR instrument for in-farm milk analysis
Erfan, M. , Labib, S.R. , Kishka, A.S. , Magdy, E. , Essam, F. , Mortada, B. , Grelet, C. , Fernández Pierna, J.A. , Arnould, Q. , Delhotte, D. , Cousin, P. , Baeten, V. , Dehareng,...
Scientific publications
Prediction of dairy cows’ heat stress response from milk mid-infrared spectra for detection and genetic selection
Lemal, P. , Wijnrocx, K. , Grelet, C. , Dehareng, F. , Soyeurt, H. , Schroyen, M. & Gengler, N. (2026). Prediction of dairy cows’ heat stress response from milk mid-infrared spectra...
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