Article

An AI for an AI: identifying zoonotic potential of avian influenza viruses via genomic machine learning

2025-09-16

Abstract excerpt

Avian influenza remains a serious risk to human health via zoonotic transmission, as well as a feasible pandemic threat. Although limited zoonotic cases have resulted from the current epizootic outbreak, the wide diversity of influenza viruses in avian hosts means the emergence of new strains that could transmit to humans more readily cannot be ruled out. There is therefore a need to anticipate zoonotic potential...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 194cffd8-e6de-5da3-aa7f-338ffde7ecd0
DOI: 10.1101/2025.09.16.676011

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

An AI for an AI: identifying zoonotic potential of avian influenza viruses via genomic machine learningDOI 10.1101/2025.09.16.676011Read

Predicting Influenza Virus Host Tropism and Zoonotic Spillover Risk from Protein SequencesSemantic proximity Read

Identifying and prioritizing potential human-infecting viruses from their genome sequencesSemantic proximity Read

Identifying and prioritizing potential human-infecting viruses from their genome sequencesSemantic proximity Read

Predicting Zoonotic Risk of Influenza A Viruses from Host Tropism Protein Signature Using Random ForestSemantic proximity Read

Developing Foundation Models for Predicting Viral Animal Host Range in Intelligent SurveillanceSemantic proximity Read

Distinct Host Tropism Protein Signatures to Identify Possible Zoonotic Influenza A Viruses.Semantic proximity Read

Hidden Challenges in Evaluating Spillover Risk of Zoonotic Viruses using Machine Learning ModelsSemantic proximity Read

Preparedness, prevention and control related to zoonotic avian influenzaSemantic proximity Read

Predicting the potential for zoonotic transmission and host associations for novel virusesSemantic proximity Read

A global model of avian influenza prediction in wild birds: the importance of northern regions.Semantic proximity Read

Divide-and-conquer: machine-learning integrates mammalian and viral traits with network features to predict virus-mammal associationsSemantic proximity Read

Risk evaluation of newly emerging flu viruses based on genomic sequences and AISemantic proximity Read