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Porcine respiratory and reproductive syndrome virus

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Machine-learning algorithms to identify key biosecurity practices and factors associated with breeding herds reporting PRRS outbreak.

Preventive veterinary medicine 31520874
Investments in biosecurity practices are made by producers to reduce the likelihood of introducing pathogens such as porcine reproductive and respiratory syndrome virus (PRRSv). The assessment of biosecurity practices in breeding herds is usually don...
Algorithms Animal Husbandry Animals Breeding Case-Control Studies Disease Outbreaks Machine Learning Porcine Reproductive and Respiratory Syndrome Porcine respiratory and reproductive syndrome virus Risk Factors Swine United States
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Predicting Antigenic Distance from Genetic Data for PRRSV-Type 1: Applications of Machine Learning.

Microbiology spectrum 36511691
The control of porcine reproductive and respiratory syndrome (PRRS) remains a significant challenge due to the genetic and antigenic variability of the causative virus (PRRSV). Predominantly, PRRSV management includes using vaccines and live virus in...
Animals Antigenic Variation Cross Protection Cross Reactions Genetic Variation Machine Learning Phylogeny Porcine Reproductive and Respiratory Syndrome Porcine respiratory and reproductive syndrome virus Swine
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Multi-Omics Analysis by Machine Learning Identified Lysophosphatidic Acid as a Biomarker and Therapeutic Target for Porcine Reproductive and Respiratory Syndrome.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) 38976572
As a significant infectious disease in livestock, porcine reproductive and respiratory syndrome (PRRS) imposes substantial economic losses on the swine industry. Identification of diagnostic markers and therapeutic targets has been a focal challenge ...
Animals Biomarkers Lysophospholipids Machine Learning Metabolomics Multiomics Porcine Reproductive and Respiratory Syndrome Porcine respiratory and reproductive syndrome virus Swine
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Machine learning models provide modest accuracy in predicting clinical impact of porcine reproductive and respiratory syndrome type 2 in Canadian sow herds.

American journal of veterinary research 39787711
OBJECTIVE: To determine the predictive potential of the open reading frame 5 nucleotide sequence of porcine reproductive and respiratory syndrome (PRRS) virus and the basic demographic data on the severity of the impact on selected production paramet...
Animals Disease Outbreaks Female Longitudinal Studies Machine Learning Ontario Porcine Reproductive and Respiratory Syndrome Porcine respiratory and reproductive syndrome virus Retrospective Studies Swine
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