Combining genetic markers, on-farm information and infrared data for the in-line prediction of blood biomarkers of metabolic disorders in Holstein cattle.

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第一作者： Lucio F M,Mota

第一单位： Department of Agronomy, Food, Natural resources, Animals and Environment (DAFNAE), University of Padova, Legnaro, Padova, 35020, Italy.

作者： Lucio F M,Mota ^[1] ; Diana,Giannuzzi ^[2] ; Sara,Pegolo ^[1] ; Hugo,Toledo-Alvarado ^[3] ; Stefano,Schiavon ^[1] ; Luigi,Gallo ^[1] ; Erminio,Trevisi ^[4] ; Alon,Arazi ^[5] ; Gil,Katz ^[5] ; Guilherme J M,Rosa ^[6] ; Alessio,Cecchinato ^[1]

作者单位： Department of Agronomy, Food, Natural resources, Animals and Environment (DAFNAE), University of Padova, Legnaro, Padova, 35020, Italy. ^[1] Department of Agronomy, Food, Natural resources, Animals and Environment (DAFNAE), University of Padova, Legnaro, Padova, 35020, Italy. diana.giannuzzi@unipd.it. ^[2] Department of Genetics and Biostatistics, School of Veterinary Medicine and Zootechnics, National Autonomous University of Mexico, Ciudad Universitaria, Mexico City, 04510, Mexico. ^[3] Department of Animal Science, Food and Nutrition (DIANA) and the Romeo and Enrica Invernizzi Research Center for Sustainable Dairy Production (CREI), Faculty of Agricultural, Food, and Environmental Sciences, Università Cattolica del Sacro Cuore, Piacenza, 29122, Italy. ^[4] Afimilk LTD, Afikim, 15148, Israel. ^[5] Department of Animal and Dairy Sciences, University of Wisconsin, Madison, WI, 53706, USA. ^[6]

关键词 Blood metabolites Dairy cattle Data integration Feature selection Metabolic disorders NIR Precision livestock farming

DOI 10.1186/s40104-024-01042-3

PMID 38851729

发布时间 2024-06-11

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