Author

Austin Andrews

University of OxfordORCID 0009-0004-9621-7593Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1 Research Focus:variant effect prediction· 1 Organism:virus· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Anna G FairweatheriD· 1 shared Jasmina Panovska‐GriffithsiD· 1 shared Joshua GrieriD· 1 shared Liam BrierleyiD· 1 shared Lorenzo CattarinoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperGenomics

Anna G FairweatherORCID

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1 paper

Recent·Most cited

GenomicsbioRxivPreprintAug 25, 2026

Predicting the Risk of Avian Influenza Zoonosis using Viral Genome Sequencing Data

Anna G Fairweather, Austin Andrews, Joshua Grier…·Jasmina Panovska‐Griffiths

This study uses machine learning to predict avian influenza zoonosis risk based on viral genome sequence features, finding that a multi-model approach outperforms individual models.

DOI 10.64898/2026.08.21.746166

viruswhole-genome sequencing

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