AIMC Topic: Legionella pneumophila

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Development of a machine learning model to support low cost real-time Legionella monitoring in premise plumbing systems.

Water research Sep 30, 2024
Legionella pneumophila (L. pneumophila) is a pathogenic bacterium primarily known for causing Legionnaires' Disease which is known for high mortality rates, particularly in the elderly. With caseloads continuing to increase, further research is neede...
Machine Learning Environmental Monitoring Water Quality Water Microbiology Legionella Water Supply Legionella pneumophila Amoeba
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Using an optimal set of features with a machine learning-based approach to predict effector proteins for Legionella pneumophila.

PloS one Jan 25, 2019
Type IV secretion systems exist in a number of bacterial pathogens and are used to secrete effector proteins directly into host cells in order to change their environment making the environment hospitable for the bacteria. In recent years, several ma...
Humans Models, Genetic Support Vector Machine Bacterial Proteins Virulence Factors Legionella pneumophila Legionnaires' Disease Type IV Secretion Systems
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