Article

Using Artificial Intelligence to Assess Cross-Species Transmission Potential of Influenza A Virus

2025-06-27

Abstract excerpt

Influenza A viruses (IAVs) pose pandemic threats through cross-species transmission, yet predicting their adaptive evolution remains challenging. We introduced Influenza A virus Adaptability to host X (FluAdaX), a deep learning framework that integrates a moving average-equipped gated attention mechanism using full-genome sequences. FluAdaX demonstrated robust host classification performance across endemic IAV str...

Topics

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

Identifiers and source

Literature Corpus work: 59b948f6-3dbb-5274-b06e-bd84923a6e05
DOI: 10.1101/2025.06.17.660059

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Using Artificial Intelligence to Assess Cross-Species Transmission Potential of Influenza A VirusDOI 10.1101/2025.06.17.660059Read

Intelligent prediction and biological validation of the high reassortment potential of avian H5N1 and human H3N2 influenza virusesSemantic proximity Read

Explainable and Calibrated AI for Decoding Host-Adaptive Changes in Influenza A VirusSemantic proximity Read

Flu-CNN: identifying host specificity of Influenza A virus using convolutional networksSemantic proximity Read

WaveSeekerNet: Accurate Prediction of Influenza A Virus Subtypes and Host Source Using Attention-Based Deep LearningSemantic proximity Read

Flu-CNN: predicting host tropism of influenza A viruses via character-level convolutional networksSemantic proximity Read

An AI for an AI: identifying zoonotic potential of avian influenza viruses via genomic machine learningSemantic proximity Read

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

H5N1 2.3.4.4b: a review of mammalian adaptations and risk of pandemic emergence.Semantic proximity Read

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

Emergenet: Fast Scalable Pandemic Risk Assessment of Influenza A Strains Circulating In Non-human HostsSemantic proximity Read

Exploring genetic signatures of zoonotic influenza A virus at the swine-human interface with phylogenetic and ancestral sequence reconstructionSemantic proximity Read

Machine Learning Methods for Predicting Human-Adaptive Influenza A Viruses Based on Viral Nucleotide CompositionsSemantic proximity Read