Multivariable time series classification for clinical mastitis detection and prediction in automated milking systems.

Fan, X; Watters, R D; Nydam, D V; Virkler, P D; Wieland, M; Reed, K F

Fan, X; Watters, R D; Nydam, D V; Virkler, P D; Wieland, M; Reed, K F.

Afiliação

Fan X; Department of Animal Science, Cornell University, Ithaca, NY 14853.
Watters RD; Department of Population Medicine and Diagnostic Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY 14853.
Nydam DV; Department of Population Medicine and Diagnostic Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY 14853.
Virkler PD; Department of Population Medicine and Diagnostic Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY 14853.
Wieland M; Department of Population Medicine and Diagnostic Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY 14853.
Reed KF; Department of Animal Science, Cornell University, Ithaca, NY 14853. Electronic address: kfr3@cornell.edu.

J Dairy Sci ; 106(5): 3448-3464, 2023 May.

Article em En | MEDLINE | ID: mdl-36935240

Assuntos

Doenças dos Bovinos; Mastite Bovina; Bovinos; Feminino; Animais; Fatores de Tempo; Mastite Bovina/diagnóstico; Mastite Bovina/epidemiologia; Indústria de Laticínios/métodos; Leite; Lactação

Palavras-chave

automated milking system; clinical mastitis; machine learning; time series classification

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Doenças dos Bovinos / Mastite Bovina Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limite: Animals Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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