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A machine learning approach using partitioning around medoids clustering and random forest classification to model groups of farms in regard to production parameters and bulk tank milk antibody status of two major internal parasites in dairy cows.
Oehm AW, Springer A, Jordan D, Strube C, Knubben-Schweizer G, Jensen KC, Zablotski Y. Oehm AW, et al. Among authors: jordan d. PLoS One. 2022 Jul 11;17(7):e0271413. doi: 10.1371/journal.pone.0271413. eCollection 2022. PLoS One. 2022. PMID: 35816512 Free PMC article.
Multinomial logistic regression based on neural networks reveals inherent differences among dairy farms depending on the differential exposure to Fasciola hepatica and Ostertagia ostertagi.
Oehm AW, Leinmueller M, Zablotski Y, Campe A, Hoedemaker M, Springer A, Jordan D, Strube C, Knubben-Schweizer G. Oehm AW, et al. Among authors: jordan d. Int J Parasitol. 2023 Oct;53(11-12):687-697. doi: 10.1016/j.ijpara.2023.05.006. Epub 2023 Jun 22. Int J Parasitol. 2023. PMID: 37355196 Free article.
Seroprevalence of Major Pasture-Borne Parasitoses (Gastrointestinal Nematodes, Liver Flukes and Lungworms) in German Dairy Cattle Herds, Association with Management Factors and Impact on Production Parameters.
Springer A, Jordan D, Kirse A, Schneider B, Campe A, Knubben-Schweizer G, Müller KE, Hoedemaker M, Strube C. Springer A, et al. Among authors: jordan d. Animals (Basel). 2021 Jul 12;11(7):2078. doi: 10.3390/ani11072078. Animals (Basel). 2021. PMID: 34359205 Free PMC article.
Random forest classification as a tool in epidemiological modelling: Identification of farm-specific characteristics relevant for the occurrence of Fasciola hepatica on German dairy farms.
Oehm AW, Zablotski Y, Campe A, Hoedemaker M, Strube C, Springer A, Jordan D, Knubben-Schweizer G. Oehm AW, et al. Among authors: jordan d. PLoS One. 2023 Dec 21;18(12):e0296093. doi: 10.1371/journal.pone.0296093. eCollection 2023. PLoS One. 2023. PMID: 38128054 Free PMC article.
Associations of production characteristics with the on-farm presence of Fasciola hepatica in dairy cows vary across production levels and indicate differences between breeds.
Oehm AW, Zablotski Y, Hoedemaker M, Campe A, Strube C, Jordan D, Springer A, Klawitter M, Knubben-Schweizer G. Oehm AW, et al. Among authors: jordan d. PLoS One. 2023 Nov 17;18(11):e0294601. doi: 10.1371/journal.pone.0294601. eCollection 2023. PLoS One. 2023. PMID: 37976265 Free PMC article.
15 results