Predicting blood β-hydroxybutyrate using milk Fourier transform infrared spectrum, milk composition, and producer-reported variables with multiple linear regression, partial least squares regression, and artificial neural network-Reference-Cited by-同舟云学术

Predicting blood β-hydroxybutyrate using milk Fourier transform infrared spectrum, milk composition, and producer-reported variables with multiple linear regression, partial least squares regression, and artificial neural network

Published:2018-05 Issue:5 Volume:101 Page:4378-4387
ISSN:0022-0302
Container-title:Journal of Dairy Science
language:en
Short-container-title:Journal of Dairy Science

Author:

Pralle R.S.,Weigel K.W.,White H.M.

Publisher

American Dairy Science Association

Subject

Genetics,Animal Science and Zoology,Food Science

Reference23 articles.

1. Concentrations of blood and milk ketone bodies, blood isopropanol and plasma glucose in dairy cows in relation to the degree of hyperketonaemia and clinical signs;Andersson;Zentralbl. Veterinarmed. A,1984

2. Official Methods of Analysis;AOAC International,2016

3. Technical note: Comparison of 4 electronic handheld meters for diagnosing hyperketonemia in dairy cows;Bach;J. Dairy Sci.,2016

4. Predicting hyperketonemia by logistic and linear regression using test-day milk and performance variables in early-lactation Holstein and Jersey cows;Chandler;J. Dairy Sci.,2018

5. Screening for subclinical ketosis in dairy cattle by Fourier transform infrared spectrometry;de Roos;J. Dairy Sci.,2007

Cited by 51 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Evaluating the performance of herd-specific Long Short-Term Memory models to identify automated health alerts associated with a ketosis diagnosis in early lactation cows;Journal of Dairy Science;2024-09

2. Milk phenomics: leveraging biological bonds with blood and infrared technologies for evaluating animal nutritional and health status;Italian Journal of Animal Science;2024-06-03

3. PREVALENCE AND POTENTIAL RISK FACTORS ASSOCIATED WITH KETOSIS IN DAIRY FARMS IN EGYPT;Slovenian Veterinary Research;2024-03-28

4. Sütçü ineklerde toplam süt yağı üzerine etkisi olan yağ asitleri ve bazı fenotipik karakterlerin çoklu doğrusal regresyon ile belirlenmesi;Veteriner Hekimler Derneği Dergisi;2023-06-15

5. Prediction of detailed blood metabolic profile using milk infrared spectra and machine learning methods in dairy cattle;Journal of Dairy Science;2023-05