Author

Allie Hannum

University of Wisconsin–Madison

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Abe MegahediD· 1 shared Finn KuusistoiD· 1 shared Johnny A. UelmeniD· 1 shared Nikhil Kruthiventi· 1 shared Ryan M. CarneyiD· 1 shared Sriram ChellappaniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Abe MegahedORCID

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1 paper

Recent·Most cited

A scutum-focused deep learning pipeline for species-level identification of Aedes aegypti and Aedes albopictus from citizen-science images

Nikhil Kruthiventi, Allie Hannum, Abe Megahed, Sriram Chellappan, Ryan M. Carney, Finn Kuusisto, Johnny A. Uelmen

The paper develops a deep learning pipeline to identify Aedes aegypti and Aedes albopictus from citizen-science images by focusing on the scutum region, achieving improved classification accuracy.

bioRxiv · May 27, 2026 · PreprintBioinformatics