Author

James Anthony Covington

University of WarwickORCID 0000-0003-1307-6488Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Organism:Drosophila· 2 Assay:behavioral assay· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1

Frequent Co-Authors

Catherine Elizabeth TowersiD· 2 shared David Peter TowersiD· 2 shared Hilary RansoniD· 2 shared Philip J. McCalliD· 2 shared Vitaly VoloshiniD· 2 shared Yasser Mehmood QureshiiD· 2 shared Amy Guy· 1 shared Katherine GleaveiD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

8 top collaborators · 27 mutual co-author links

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2 shared papersAnimal Behavior & Cognition

Catherine Elizabeth TowersORCID

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2 papers

Recent·Most cited

Animal Behavior & CognitionScientific ReportsPeer-reviewedFeb 25, 2025

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

Yasser Mehmood Qureshi, Vitaly Voloshin, Katherine Gleave…·David Peter Towers

The paper uses explainable AI to distinguish between insecticide-resistant and susceptible Anopheles gambiae strains based on flight trajectory analysis.

3 citations

Drosophilaimaging

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Animal Behavior & CognitionCurrent Research in Parasitology and Vector-Borne DiseasesPeer-reviewedJan 1, 2025

Machine Learning Reveals Immediate Disruption in Mosquito Flight when exposed to Olyset Nets

Yasser Mehmood Qureshi, Vitaly Voloshin, Amy Guy…·David Peter Towers

This study uses machine learning to analyze mosquito flight behavior around insecticide-treated nets, finding immediate disruption in flight patterns regardless of insecticide resistance.

1 citation

Drosophilabehavioral assay

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