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Discrimination of inherent characteristics of susceptible and resistant strains of <i>Anopheles gambiae</i> by explainable Artificial Intelligence Analysis of Flight Trajectories

2024-12-15

Abstract excerpt

Understanding mosquito behaviours is vital for development of insecticide-treated bednets (ITNs), which have been successfully deployed in sub-Saharan Africa to reduce disease transmission, particularly malaria. However, rising insecticide resistance (IR) among mosquito populations, owing to genetic and behavioural changes, poses a significant challenge. We present a machine learning pipeline that successfull...

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Literature Corpus work
47e0df49-2eb6-5349-8fc5-1c3c27a66917
DOI
10.1101/2024.12.10.627548
Open publication

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