AIMC Topic: Cattle Diseases

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Comparison of machine learning and validation methods for high-dimensional accelerometer data to detect foot lesions in dairy cattle.

PloS one Jun 27, 2025
Lameness is one of the major production diseases affecting dairy cattle. It is associated with negative welfare in affected cattle, economic losses at the farm level, and adverse effects on sustainability. Prompt identification of lameness is necessa...
Machine Learning Female Principal Component Analysis Lameness, Animal Dairying Accelerometry Animals Cattle Cattle Diseases
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Evaluation of endometrial vascular flow index and echogenicity following experimental induction of subclinical endometritis in dairy cows.

Scientific reports May 8, 2025
This study was conducted aiming to investigate impacts of experimentally induced endometritis on the vascular perfusion and echogenicity of the endometrium in dairy cows. Following estrus synchronization and applying cytological and bacteriological e...
Female Estrous Cycle Animals Cattle Cattle Diseases Ultrasonography Regional Blood Flow Endometrium Endometritis
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Antibiogram use on dairy cattle for bovine respiratory disease: Factors associated with bacterial pathogen identification and prediction of bacterial recovery using machine learning.

Journal of dairy science Apr 16, 2025
Effective isolation of bacterial pathogens for bovine respiratory disease (BRD) is a critical step for accurate diagnosis of the agent associated with this disease on the dairy. Limited information is available on factors associated with herd-level b...
Female Animals Microbial Sensitivity Tests Machine Learning Bovine Respiratory Disease Complex Mannheimia haemolytica Cattle Cattle Diseases Pasteurella multocida
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Milk lipidome alterations in first-lactation dairy cows with lameness: A biomarker identification approach using untargeted lipidomics and machine learning.

Journal of dairy science Apr 16, 2025
Lameness, defined as an impaired gait, impacts cow welfare and performance, compromising future health and production, and increasing culling risk. Untargeted milk lipidomics, together with the use of machine learning methods, have shown promise in i...
Lameness, Animal Biomarkers Lactation Machine Learning Milk Female Cattle Lipidomics Animals Cattle Diseases Lipids
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TFinder App: Artificial intelligence to diagnose tick fever agents and assess parasitemia/bacteremia in bovine blood smears.

Veterinary parasitology Feb 9, 2025
Due to the importance of diagnosing tick fever (TF) agents and their parasitemia in the field to provide appropriate treatment, the objective of this study was to develop an application capable of detecting the presence or absence of these hemopathog...
Babesiosis Anaplasma marginale Anaplasmosis Cattle Diseases Parasitemia Babesia Neural Networks, Computer Animals Cattle Artificial Intelligence Sensitivity and Specificity
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Application of artificial intelligence and machine learning in bovine respiratory disease prevention, diagnosis, and classification.

American journal of veterinary research Feb 7, 2025
Bovine respiratory disease (BRD) is the leading infectious disease in cattle, resulting in significant economic losses and welfare concerns in beef and dairy production systems. Traditional diagnostic methods for BRD typically rely on clinical observ...
Artificial Intelligence Machine Learning Animals Cattle Cattle Diseases Bovine Respiratory Disease Complex
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Fundus camera-based precision monitoring of blood vitamin A level for Wagyu cattle using deep learning.

Scientific reports Feb 3, 2025
In the wagyu industry worldwide, high-quality marbling beef is produced by promoting intramuscular fat deposition during cattle fattening stage through dietary vitamin A control. Thus, however, cattle become susceptible to either vitamin A deficiency...
Cattle Diseases Fundus Oculi Vitamin A Animals Deep Learning Cattle Vitamin A Deficiency Photography
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Development of a one-step multiplex RT-qPCR method for rapid detection of bovine diarrhea viruses.

Frontiers in cellular and infection microbiology Jan 28, 2025
INTRODUCTION: Viral calf diarrhea poses a significant challenge to the cattle industry worldwide due to its high morbidity and mortality rates, leading to substantial economic losses. The clinical symptoms associated with various diarrhea pathogens o...
Diarrhea Viruses, Bovine Viral DNA Primers Cattle Real-Time Polymerase Chain Reaction Reverse Transcriptase Polymerase Chain Reaction Cattle Diseases Kobuvirus Reproducibility of Results Multiplex Polymerase Chain Reaction Bovine Virus Diarrhea-Mucosal Disease Feces Diarrhea Sensitivity and Specificity Torovirus Animals
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Prediction of ketosis using radial basis function neural network in dairy cattle farming.

Preventive veterinary medicine Dec 20, 2024
The purpose of the paper was to apply an Artificial Neural Networks with Radial Basis Function to develop an application model for diagnosing a subclinical ketosis type I and II in dairy cattle. While building the neural network model, applied method...
Neural Networks, Computer Female Sensitivity and Specificity Animals Ketosis Radial Basis Function Networks Milk Dairying 3-Hydroxybutyric Acid Poland Cattle Cattle Diseases
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Improving lameness detection in cows: A machine learning algorithm application.

Journal of dairy science Sep 27, 2024
The deployment of diverse data-generating technologies in livestock farming holds the promise of early disease detection and improved animal well-being. In this paper, we combine routinely collected dairy farm and herd data with weather and high-freq...
Lameness, Animal Dairying Animals Machine Learning Cattle Algorithms Cattle Diseases Female
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