AIMC Topic: Insecticide-Treated Bednets

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Understanding the determinants of treated bed net use in Ethiopia: A machine learning classification approach using PMA Ethiopia 2023 survey data.

PloS one Jul 7, 2025
INTRODUCTION: Malaria remains a significant public health challenge in Ethiopia, with over 7.3 million cases and 1,157 deaths reported between January 1 and October 20, 2024. Despite extensive distribution campaigns, 35% of insecticide-treated nets (...
Humans Machine Learning Female Adult Male Middle Aged Surveys and Questionnaires Logistic Models Socioeconomic Factors Ethiopia Family Characteristics Malaria Mosquito Control Insecticide-Treated Bednets
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Discrimination of inherent characteristics of susceptible and resistant strains of Anopheles gambiae by explainable artificial intelligence analysis of flight trajectories.

Scientific reports Feb 25, 2025
Understanding mosquito behaviours is vital for the development of insecticide-treated nets (ITNs), which have been successfully deployed in sub-Saharan Africa to reduce disease transmission, particularly malaria. However, rising insecticide resistanc...
Humans Artificial Intelligence Machine Learning Animals Malaria Insecticides Mosquito Vectors Insecticide Resistance Flight, Animal Anopheles Insecticide-Treated Bednets
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