Author

Derek A. T. Cummings

University of FloridaORCID 0000-0002-9437-1907Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Derek A. T. Cummings1 paper

Biology Disciplines

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Ecology· 1 Genetic & Genomic Medicine· 1 Immunology· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Approach:statistical model· 2 Organism:Arabidopsis· 1 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:host-pathogen & immune response· 1 Approach:machine learning (classical)· 1 Organism:multiple species· 1

Frequent Co-Authors

Aaron R. FarmeriD· 1 shared Albert Icksang KoiD· 1 shared Benjamin D. SolomoniD· 1 shared Bethan Cracknell DanielsiD· 1 shared Bianca Daoud Mafra e Silva· 1 shared Carolina Camillo· 1 shared Darunee BuddhariiD· 1 shared David B. BeckiD· 1 shared

Activity by Year

2020-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 14 mutual co-author links

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1 shared paperImmunology

Aaron R. FarmerORCID

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3 papers

Recent·Most cited

EcologyAmerican Journal of Tropical Medicine and HygienePeer-reviewedJul 21, 2026

Comparison of oviposition and adult trapping to monitor wMel introgression for Wolbachia-based vector control

Elisabeth Nelson, Thiago Nunes Pereira, Érica Milena de Castro Ribeiro…·Luciano Andrade Moreira

This study compares ovitrap and BG-trap methods for monitoring Wolbachia introgression in Aedes aegypti mosquitoes, finding ovitraps provide reliable and cost-effective estimates.

DOI 10.4269/ajtmh.26-0050

Arabidopsisstatistical model

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ImmunologyPLoS Computational BiologyPeer-reviewedDec 23, 2024

Predicting the infecting dengue serotype from antibody titre data using machine learning

Bethan Cracknell Daniels, Darunee Buddhari, Taweewun Hunsawong…·Ilaria Dorigatti

This paper uses machine learning to predict dengue serotypes from antibody titre data, achieving 80.6% accuracy with spatiotemporal data.

7 citations

humanbulk RNA-seq

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Genetic & Genomic MedicineThe American Journal of Human GeneticsPeer-reviewedAug 12, 2020

The Role of Host Genetic Factors in Coronavirus Susceptibility: Review of Animal and Systematic Review of Human Literature

Marissa LoPresti, David B. Beck, Priya Duggal…·Benjamin D. Solomon

This paper reviews host genetic factors associated with coronavirus susceptibility in humans and animals, identifying significant loci and highlighting limitations in current studies.

66 citations

humanmultiple species

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