AIMC Topic: Milk

Clear Filters Showing 51 to 60 of 123 articles

Predicting bovine tuberculosis status of dairy cows from mid-infrared spectral data of milk using deep learning.

Journal of dairy science Aug 20, 2020
Bovine tuberculosis (bTB) is a zoonotic disease in cattle that is transmissible to humans, distributed worldwide, and considered endemic throughout much of England and Wales. Mid-infrared (MIR) analysis of milk is used routinely to predict fat and pr...
Tuberculosis, Bovine Milk Spectrophotometry, Infrared Scotland Female Sensitivity and Specificity Animals Deep Learning England Cattle Predictive Value of Tests Lactation Neural Networks, Computer Phenotype
View on PubMed DOI

Improved Antibiotic Detection in Raw Milk Using Machine Learning Tools over the Absorption Spectra of a Problem-Specific Nanobiosensor.

Sensors (Basel, Switzerland) Aug 14, 2020
In this article we present the development of a biosensor system that integrates nanotechnology, optomechanics and a spectral detection algorithm for sensitive quantification of antibiotic residues in raw milk of cow. Firstly, nanobiosensors were des...
Machine Learning Anti-Bacterial Agents Animals Metal Nanoparticles Limit of Detection Milk Aptamers, Nucleotide Drug Residues Biosensing Techniques Food Contamination Gold
View on PubMed DOI

Milk Source Identification and Milk Quality Estimation Using an Electronic Nose and Machine Learning Techniques.

Sensors (Basel, Switzerland) Jul 30, 2020
In this study, an electronic nose (E-nose) consisting of seven metal oxide semiconductor sensors is developed to identify milk sources (dairy farms) and to estimate the content of milk fat and protein which are the indicators of milk quality. The dev...
Animals Logistic Models Support Vector Machine Food Analysis Machine Learning Algorithms Discriminant Analysis Milk Electronic Nose
View on PubMed DOI

Using Sensor Data to Detect Lameness and Mastitis Treatment Events in Dairy Cows: A Comparison of Classification Models.

Sensors (Basel, Switzerland) Jul 10, 2020
The aim of this study was to develop classification models for mastitis and lameness treatments in Holstein dairy cows as the target variables based on continuous data from herd management software with modern machine learning methods. Data was colle...
Female Sensitivity and Specificity Animals Cattle Machine Learning Lameness, Animal Dairying Mastitis Bayes Theorem Milk
View on PubMed DOI

Artificial Intelligence Applied to a Robotic Dairy Farm to Model Milk Productivity and Quality based on Cow Data and Daily Environmental Parameters.

Sensors (Basel, Switzerland) May 24, 2020
Increased global temperatures and climatic anomalies, such as heatwaves, as a product of climate change, are impacting the heat stress levels of farm animals. These impacts could have detrimental effects on the milk quality and productivity of dairy ...
Dairying Animals Farms Cattle Models, Theoretical Robotics Lactation Milk Hot Temperature Artificial Intelligence Female
View on PubMed DOI

Near-infrared spectroscopy coupled with chemometrics algorithms for the quantitative determination of the germinability of Clostridium perfringens in four different matrices.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Dec 28, 2019
Clostridium perfringens (C. perfringens) has the ability to form metabolically-dormant spores that can survive food preservation processes and cause food spoilage and foodborne safety risks upon germination outgrowth. This study was conducted to inve...
Glucose Meat Products Colony Count, Microbial Milk Humans Spectroscopy, Near-Infrared Clostridium perfringens Food Handling Animals Chickens Food Preservation Fructose Food Microbiology Spores, Bacterial Asparagine Clostridium Infections
View on PubMed DOI

Nanoemulsions and acidified milk gels as a strategy for improving stability and antioxidant activity of yarrow phenolic compounds after gastrointestinal digestion.

Food research international (Ottawa, Ont.) Dec 18, 2019
The aim of this study was to improve the stability and antioxidant activity of yarrow phenolic compounds upon an in vitro simulated gastrointestinal digestion. Therefore, two types of caseins-based delivery systems, sodium caseinate stabilized nanoem...
Emulsions Milk Gels Achillea Phenols Digestion Animals Beverages Food Handling In Vitro Techniques Hydrogen-Ion Concentration Antioxidants Nanotechnology
View on PubMed DOI

Machine Learning Based Prediction of Insufficient Herbage Allowance with Automated Feeding Behaviour and Activity Data.

Sensors (Basel, Switzerland) Oct 16, 2019
Sensor technologies that measure grazing and ruminating behaviour as well as physical activities of individual cows are intended to be included in precision pasture management. One of the advantages of sensor data is they can be analysed to support f...
Milk Feeding Behavior Body Weight Animal Feed Lactation Machine Learning Female Animals Cattle Decision Making Eating
View on PubMed DOI

Metabolomics meets machine learning: Longitudinal metabolite profiling in serum of normal versus overconditioned cows and pathway analysis.

Journal of dairy science Sep 20, 2019
This study aimed to investigate the differences in the metabolic profiles in serum of dairy cows that were normal or overconditioned when dried off for elucidating the pathophysiological reasons for the increased health disturbances commonly associat...
Machine Learning Pregnancy Female Parity Animals Diet Biogenic Amines Lactation Physical Conditioning, Animal Cattle Energy Metabolism Metabolomics Milk Body Weight Parturition
View on PubMed DOI

Comprehensive analysis of machine learning models for prediction of sub-clinical mastitis: Deep Learning and Gradient-Boosted Trees outperform other models.

Computers in biology and medicine Sep 18, 2019
Sub-clinical bovine mastitis decreases milk quality and production. Moreover, sub-clinical mastitis leads to the use of antibiotics with consequent increased risk of the emergence of antibiotic-resistant bacteria. Therefore, early detection of infect...
Mastitis, Bovine Asymptomatic Infections Cattle Female Decision Trees Milk Animals Early Diagnosis Diagnosis, Computer-Assisted Deep Learning
View on PubMed DOI
Popular Topics
Recent Journals