AIMC Topic: Zoonoses

Clear Filters Showing 11 to 17 of 17 articles

Predicting Zoonotic Risk of Influenza A Viruses from Host Tropism Protein Signature Using Random Forest.

International journal of molecular sciences May 25, 2017
Influenza A viruses remain a significant health problem, especially when a novel subtype emerges from the avian population to cause severe outbreaks in humans. Zoonotic viruses arise from the animal population as a result of mutations and reassortmen...
Viral Tropism Host Specificity Area Under Curve Influenza, Human Host-Pathogen Interactions Viral Proteins Orthomyxoviridae Infections Zoonoses Influenza A virus Models, Theoretical Databases, Genetic Influenza in Birds Birds Humans Machine Learning Reproducibility of Results Retrospective Studies Animals Disease Outbreaks
View on PubMed DOI

Support vector machine applied to predict the zoonotic potential of E. coli O157 cattle isolates.

Proceedings of the National Academy of Sciences of the United States of America Sep 19, 2016
Sequence analyses of pathogen genomes facilitate the tracking of disease outbreaks and allow relationships between strains to be reconstructed and virulence factors to be identified. However, these methods are generally used after an outbreak has hap...
Humans United Kingdom Animals Zoonoses Disease Outbreaks Shiga Toxin 2 Support Vector Machine Escherichia coli O157 Escherichia coli Infections Phylogeny Cattle Cattle Diseases
View on PubMed DOI

Predictive modeling based on machine learning for mapping risk areas of human sporotrichosis in southeastern Brazil.

Research in veterinary science Jul 1, 2025
Sporotrichosis, a zoonotic mycosis with a growing public health impact, requires innovative methods to map risk areas. This study applied machine learning techniques, Artificial Neural Networks (ANN), and Decision Trees (DT) to integrate sociodemogra...
Neural Networks, Computer Machine Learning Risk Factors Humans Cats Animals Zoonoses Brazil Sporotrichosis Decision Trees
View on PubMed DOI

Exploring community knowledge, perceptions, and the impacts of anthrax among farming communities living in game management areas in Zambia: A qualitative study using a hybrid approach.

PLoS neglected tropical diseases May 1, 2025
Anthrax remains a neglected zoonotic disease of critical public and animal health significance in Zambia, particularly in regions with active human-wildlife-livestock interfaces such as the Western, Southern and Eastern provinces of Zambia. This stud...
Focus Groups Humans Anthrax Zambia Female Middle Aged Adult Young Adult Health Knowledge, Attitudes, Practice Animals, Wild Animals Zoonoses Qualitative Research Male
View on PubMed DOI

Applications of machine learning in animal and veterinary public health surveillance.

Revue scientifique et technique (International Office of Epizootics) May 1, 2023
Machine learning (ML) is an approach to artificial intelligence characterised by the use of algorithms that improve their own performance at a given task (e.g. classification or prediction) based on data and without being explicitly and fully instruc...
Zoonoses Sentinel Surveillance Artificial Intelligence Machine Learning Animals Public Health Surveillance
View on PubMed DOI

Predictive analysis across spatial scales links zoonotic malaria to deforestation.

Proceedings. Biological sciences Jan 16, 2019
The complex transmission ecologies of vector-borne and zoonotic diseases pose challenges to their control, especially in changing landscapes. Human incidence of zoonotic malaria ( Plasmodium knowlesi) is associated with deforestation although mechani...
Machine Learning Cross-Sectional Studies Animals Humans Models, Statistical Remote Sensing Technology Malaria Case-Control Studies Models, Theoretical Malaysia Forestry Plasmodium knowlesi Spatial Analysis Epidemiological Monitoring Zoonoses Forests Spacecraft
View on PubMed DOI

ANTIFUNGAL ACTIVITY OF Cymbopogon nardus (L.) Rendle (CITRONELLA) AGAINST Microsporum canis FROM ANIMALS AND HOME ENVIRONMENT.

Revista do Instituto de Medicina Tropical de Sao Paulo Dec 1, 2015
Dermatophytosis is a common zoonosis in urban centers. Dogs and cats have played an important role as its disseminators. Environmental decontamination is essential for the prevention of its propagation to humans and animals. However, sanitizers or di...
Microsporum Dogs Tinea Plant Extracts Inhibitory Concentration 50 Zoonoses Cymbopogon Animals Antifungal Agents Disinfectants Cats Microbial Sensitivity Tests Housing Environmental Exposure
View on PubMed DOI
Popular Topics
Recent Journals