Author

Ngoc Phu Doan

Queen's University Belfast

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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Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:host-pathogen & immune response· 1

Frequent Co-Authors

Archie Kelso MurchieiD· 1 shared Connor BamfordiD· 1 shared Eric Rene MorganiD· 1 shared Jaimie T. A. DickiD· 1 shared Lucy M DevliniD· 1 shared Phi Hung Nguyen· 1 shared Ross N. CuthbertiD· 1 shared Thai S. Mai· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperEcology

Archie Kelso MurchieORCID

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1 paper

Recent·Most cited

Spatio-temporal machine learning for multi-horizon prediction of bluetongue outbreaks

Lucy M Devlin, Phi Hung Nguyen, Ross N. Cuthbert, Ngoc Phu Doan, Viet Hung Tran, Zichi Zhang, Archie Kelso Murchie, Connor Bamford, Jaimie T. A. Dick, Eric Rene Morgan, Thai S. Mai

This paper develops a machine learning framework to predict bluetongue outbreaks up to six months in advance using climate and surveillance data, achieving strong performance across three European countries.

bioRxiv · May 24, 2026 · PreprintEcology