Author

Mpoki Mathew Shimwela

Tanzania Agriculture Research InstituteORCID 0000-0001-8644-6027Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Plant Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Organism:plant (other)· 1

Frequent Co-Authors

Beatrice Victor MwaipopoiD· 1 shared Bipana Paudel TimilsenaiD· 1 shared David Peter HughesiD· 1 shared Fatma Hussein KiruwaiD· 1 shared Milsort J Kemboi· 1 shared Peter McCloskeyiD· 1 shared Rimnoma S. OuedraogoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperPlant Biology

Beatrice Victor MwaipopoORCID

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1 paper

Recent·Most cited

Plant BiologybioRxivPreprintFeb 19, 2026

Integrated Molecular and AI-Based Diagnostics for Banana Diseases: Development, Optimization, and Field Deployment of LAMP and Computer Vision Technologies

Rimnoma S. Ouedraogo, Peter McCloskey, Beatrice Victor Mwaipopo…·David Peter Hughes

This paper develops and deploys LAMP and computer vision tools for rapid, scalable banana disease detection in Sub-Saharan Africa, achieving high accuracy and reducing diagnostic time.

DOI 10.64898/2026.02.17.706421

plant (other)deep learning

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