Author

J. D. Charlwood

Liverpool School of Tropical MedicineORCID 0000-0002-4308-1379Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genetics· 1 Molecular Biology· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Approach:experimental assay· 1 Approach:statistical model· 1 Research Focus:variant calling· 1

Frequent Co-Authors

David WeetmaniD· 2 shared Alexandra WrightiD· 1 shared Alphaxard M. ManjuranoiD· 1 shared Boniface Shirima· 1 shared Eliud LukoleiD· 1 shared Elsa VE Tomás· 1 shared Florence CrombéiD· 1 shared Floyd E. DowelliD· 1 shared

Activity by Year

2020-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 19 mutual co-author links

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2 shared papersGenetics

David WeetmanORCID

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Author profile →

3 papers

Recent·Most cited

Molecular archaeology: individual human DNA and infection profiles from 100 year old mosquitoes

Florence Crombé, Sanjay Curtis Nagi, Elsa VE Tomás, J. D. Charlwood, Martin J. Donnelly, David Weetman

The paper analyzes DNA and infection profiles from 100-year-old mosquitoes to determine their genetic profiles and Plasmodium infection status.

bioRxiv · May 19, 2023 · PreprintGenetics

Insecticide resistance characteristic of Anopheles vector species successfully controlled by deployment of pyrethroid and PBO long lasting insecticidal treated nets (LLINs) in Tanzania

Johnson Matowo, David Weetman, Patricia M. Pignatelli, Alexandra Wright, J. D. Charlwood, Robert Diotrephes Kaaya, Boniface Shirima, Oliva Moshi, Eliud Lukole, Jacklin Franklin Mosha, Alphaxard M. Manjurano, Franklin Weria Mosha, Mark Rowland, Natacha Protopopoff

The paper investigates pyrethroid resistance in malaria vectors in Tanzania and finds that PBO co-treatment with LLINs improves efficacy by blocking resistance mechanisms.

bioRxiv · Mar 19, 2021 · PreprintMolecular Biology

An Autoencoder and Artificial Neural Network-based Method to Estimate Parity Status of Wild Mosquitoes from Near-infrared Spectra

Masabho P. Milali, Samson S. Kiware, Nicodem James Govella, Fredros O. Okumu, Naveen K. Bansal, Serdar Bozdag, J. D. Charlwood, Marta F. Maia, Sheila B. Ogoma, Floyd E. Dowell, George F. Corliss, Maggy T. Sikulu-Lord, Richard J. Povinelli

This paper develops an autoencoder and ANN model to estimate parity status of wild mosquitoes using NIR spectra, achieving high accuracy across multiple datasets.

PLoS ONE · Jun 18, 2020Peer-reviewedBioinformatics