Cargando…

Predicting Subclinical Ketosis in Dairy Cows Using Machine Learning Techniques

SIMPLE SUMMARY: The maintenance of cows in good health and physical condition is an important component of dairy cattle management. One of the major metabolic disorders in dairy cows is subclinical ketosis. Due to financial and organizational reasons it is often impossible to test all cows in a herd...

Descripción completa

Detalles Bibliográficos
Autores principales:	Satoła, Alicja, Bauer, Edyta Agnieszka
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8300340/ https://www.ncbi.nlm.nih.gov/pubmed/34359259 http://dx.doi.org/10.3390/ani11072131

Ejemplares similares

Estimating the combined costs of clinical and subclinical ketosis in dairy cows
por: Steeneveld, Wilma, et al.
Publicado: (2020)

Relation of Subclinical Ketosis of Dairy Cows with Locomotion Behaviour and Ambient Temperature
por: Antanaitis, Ramūnas, et al.
Publicado: (2020)

The Use of Multilayer Perceptron Artificial Neural Networks to Detect Dairy Cows at Risk of Ketosis
por: Bauer, Edyta A., et al.
Publicado: (2022)

Combination of Sensor Data and Health Monitoring for Early Detection of Subclinical Ketosis in Dairy Cows
por: Sturm, Valentin, et al.
Publicado: (2020)

Expert opinion as priors for random effects in Bayesian prediction models: Subclinical ketosis in dairy cows as an example
por: Ni, Haifang, et al.
Publicado: (2021)

Subclinical Ketosis on Dairy Cows in Transition Period in Farms with Contrasting Butyric Acid Contents in Silages
por: Vicente, Fernando, et al.
Publicado: (2014)

Activation of Transcription Factor EB Is Associated With Adipose Tissue Lipolysis in Dairy Cows With Subclinical Ketosis
por: Yu, Hao, et al.
Publicado: (2022)

Increased serum malondialdehyde concentration in cows with subclinical ketosis
por: SENOH, Taisuke, et al.
Publicado: (2019)

Incidence and effects of subacute ruminal acidosis and subclinical ketosis with respect to postpartum anestrus in grazing dairy cows
por: Vallejo-Timarán, Darío, et al.
Publicado: (2020)

Influence of Subclinical Ketosis in Dairy Cows on Ingestive-Related Behaviours Registered with a Real-Time System
por: Antanaitis, Ramūnas, et al.
Publicado: (2020)

Predictive Value of Plasma Parameters in the Risk of Postpartum Ketosis in Dairy Cows
por: Cao, Yu, et al.
Publicado: (2017)

Metabolomic and Proteomic Profiles Associated With Ketosis in Dairy Cows
por: Wu, Zhou-Lin, et al.
Publicado: (2020)

Metabolic alterations in dairy cows with subclinical ketosis after treatment with carboxymethyl chitosan‐loaded, reduced glutathione nanoparticles
por: Zhao, Chang, et al.
Publicado: (2020)

Subclinical Ketosis in Dairy Herds: Impact of Early Diagnosis and Treatment
por: Cascone, Giuseppe, et al.
Publicado: (2022)

Metabolic profiling of serum and urine in lactating dairy cows affected by subclinical ketosis using proton nuclear magnetic resonance spectroscopy
por: Eom, Jun Sik, et al.
Publicado: (2022)

Importance of Mid-Infrared Spectra Regions for the Prediction of Mastitis and Ketosis in Dairy Cows
por: Gruber, Stefan, et al.
Publicado: (2023)

Effects of Inhibiting Dipeptidyl Peptidase-4 (DPP4) in Cows with Subclinical Ketosis
por: Schulz, Kirsten, et al.
Publicado: (2015)

Association between Tryptophan Metabolism and Inflammatory Biomarkers in Dairy Cows with Ketosis
por: Luo, Zhengzhong, et al.
Publicado: (2023)

Physiological Conditions Leading to Maternal Subclinical Ketosis in Holstein Dairy Cows Can Impair the Offspring’s Postnatal Growth and Gut Microbiome Development
por: Halfen, Jessica, et al.
Publicado: (2023)

Prevalence of subclinical ketosis and production diseases in dairy cows in Central and South America, Africa, Asia, Australia, New Zealand, and Eastern Europe()
por: Brunner, Nikolaus, et al.
Publicado: (2018)

Comparison of prepartum blood parameters in dairy cows with postpartum ketosis and new risk prediction candidates
por: Choi, Woojae, et al.
Publicado: (2023)

Prevalence of ketosis in dairy cows in milk shed areas of Odisha state, India
por: Biswal, Sangram, et al.
Publicado: (2016)

Comparative evaluation of cytokine and acute-phase protein concentrations in sera of dairy cows with subclinical and clinical ketosis as a different view of the causes of the disease
por: Brodzki, Piotr, et al.
Publicado: (2021)

Evaluation of Statistical Process Control Techniques in Monitoring Weekly Body Condition Scores as an Early Warning System for Predicting Subclinical Ketosis in Dry Cows
por: Li, Shangru, et al.
Publicado: (2021)

The Role of TCA Cycle Anaplerosis in Ketosis and Fatty Liver in Periparturient Dairy Cows
por: White, Heather M.
Publicado: (2015)

Plasma metabolomic profiling of dairy cows affected with ketosis using gas chromatography/mass spectrometry
por: Zhang, Hongyou, et al.
Publicado: (2013)

The Use of Monensin for Ketosis Prevention in Dairy Cows during the Transition Period: A Systematic Review
por: Mammi, Ludovica M. E., et al.
Publicado: (2021)

Metabolism, Ketosis Treatment and Milk Production after Using Glycerol in Dairy Cows: A Review
por: Kupczyński, Robert, et al.
Publicado: (2020)

Low cortisol levels in blood from dairy cows with ketosis: a field study
por: Forslund, Kristina B, et al.
Publicado: (2010)

Efficacy of Different Drenching Regimens of Gluconeogenic Precursors during Transition Period on Body Condition Score, Production, Reproductive Performance, Subclinical Ketosis and Economics of Dairy Cows
por: El-Kasrawy, Nagwa I., et al.
Publicado: (2020)

Body Weight Prediction from Linear Measurements of Icelandic Foals: A Machine Learning Approach
por: Satoła, Alicja, et al.
Publicado: (2022)

Effects of Ketosis in Dairy Cows on Blood Biochemical Parameters, Milk Yield and Composition, and Digestive Capacity
por: Yang, Wei, et al.
Publicado: (2019)

Exploring Dry-Film FTIR Spectroscopy to Characterize Milk Composition and Subclinical Ketosis throughout a Cow’s Lactation
por: Rachah, Amira, et al.
Publicado: (2021)

Change in Rumination Behavior Parameters around Calving in Cows with Subclinical Ketosis Diagnosed during 30 Days after Calving
por: Antanaitis, Ramūnas, et al.
Publicado: (2023)

Differentiation of Subclinical Ketosis and Liver Function Test Indices in Adipose Tissues Associated With Hyperketonemia in Postpartum Dairy Cattle
por: Mohsin, Muhammad Ali, et al.
Publicado: (2022)

Uterine Microbiota of Dairy Cows With Clinical and Subclinical Endometritis
por: Wang, Meng-Ling, et al.
Publicado: (2018)

Adipokines as biomarkers of postpartum subclinical endometritis in dairy cows
por: Pereira, Gonçalo, et al.
Publicado: (2020)

Transcriptomics of circulating neutrophils in dairy cows with subclinical hypocalcemia
por: Zhang, Bingbing, et al.
Publicado: (2022)

Metabolic Profiling of Rumen Fluid and Milk in Lactating Dairy Cattle Influenced by Subclinical Ketosis Using Proton Nuclear Magnetic Resonance Spectroscopy
por: Eom, Jun-Sik, et al.
Publicado: (2021)

Milk Lactose as a Biomarker of Subclinical Mastitis in Dairy Cows
por: Antanaitis, Ramūnas, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_f820j5cuc7s58cuog16q0irvkk