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Predicting Subclinical Ketosis in Dairy Cows Using Machine Learning Techniques. [PDF]

open access: yesAnimals (Basel), 2021
The diagnosis of subclinical ketosis in dairy cows based on blood ketone bodies is a challenging and costly procedure. Scientists are searching for tools based on results of milk performance assessment that would allow monitoring the risk of subclinical ...
Satoła A, Bauer EA.
europepmc   +2 more sources

Combination of Sensor Data and Health Monitoring for Early Detection of Subclinical Ketosis in Dairy Cows. [PDF]

open access: yesSensors (Basel), 2020
Subclinical ketosis is a metabolic disease in early lactation. It contributes to economic losses because of reduced milk yield and may promote the development of secondary diseases.
Sturm V   +5 more
europepmc   +2 more sources

Machine Learning Approaches for Early Identification of Subclinical Ketosis and Low-Grade Ruminal Acidosis During the Transition Period in Dairy Cattle. [PDF]

open access: yesLife (Basel)
This study evaluated six supervised machine learning (ML) models for early detection of subclinical ketosis and low-grade ruminal acidosis in dairy cows during the transition period.
Arlauskaitė S   +9 more
europepmc   +2 more sources

Depot-dependent effects of subclinical ketosis on visceral and subcutaneous adipose tissue transcriptional cellular diversity in dairy cows. [PDF]

open access: yesJ Anim Sci Biotechnol
Background Adipose tissue plays a central role in regulating whole-body metabolic health, facilitated by the variety of cell types and their wide-ranging functions.
Ford H, Strieder-Barboza C.
europepmc   +2 more sources

Can rumination time and some blood biochemical parameters be used as biomarkers for the diagnosis of subclinical acidosis and subclinical ketosis? [PDF]

open access: yesVet Anim Sci, 2019
Summary: According to the past reports, the utility value of monitoring rumination time (RT) around the time at which calving takes place and, in particular, during the first week of lactation, is a way of identifying in a timely fashion those cows that ...
Antanaitis R   +4 more
europepmc   +2 more sources

Relation of Subclinical Ketosis of Dairy Cows with Locomotion Behaviour and Ambient Temperature. [PDF]

open access: yesAnimals (Basel), 2020
Rumination time, chewing time and drinking time are indicators that can be assessed in case of cow disease. In this research, two groups of cows were formed: cows with subclinical ketosis (SCK; n = 10) and healthy cows (HG; n = 10).
Antanaitis R   +6 more
europepmc   +2 more sources

Subclinical ketosis: Prevalence and some risk factors in cross breed and imported breed dairy cows in Mosul, Iraq [PDF]

open access: yesIraqi Journal of Veterinary Sciences, 2022
Although ongoing control strategies are attempting to minimize certain metabolic disorders such as hyperketonemia, factors such as genetics, management, environment, and geography still present a potential challenge to the achievement of the desired ...
Mohsin H. Ali, Sadam D. Hassan
doaj   +1 more source

Evaluation of oxidative stress in cattle with subclinical ketosis and clinical endometritis [PDF]

open access: yesĀsīb/shināsī-i Darmāngāhī-i Dāmpizishkī, 2020
Today, the most important factor in the occurrence of metabolic and reproductive diseases in dairy cattle is the disturbance of natural process in body’s cellular-molecular events that occur after increasing of oxidants and the formation of oxidative ...
farhad Balari Mahyari   +2 more
doaj   +1 more source

Effects of energy and protein status on reproductive parameters and presence of subclinical ketosis in Brown Swiss cows postpartum [PDF]

open access: yesSPERMOVA, 2021
This study aimed to determine protein and energy metabolites in postpartum Brown Swiss cows and their effect on the presence of subclinical ketosis and reproductive parameters.
Ide Unchupaico Payano   +4 more
doaj   +1 more source

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