Article

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

2025-02-28

Abstract excerpt

<h4>Background</h4> Influenza A virus (IAV) poses a significant threat to animal health globally, with its ability to overcome species barriers and cause pandemics. Rapid and accurate IAV subtypes and host source prediction is crucial for effective surveillance and pandemic preparedness. Deep learning has emerged as a powerful tool for analyzing viral genomic sequences, offering new ways to uncover hidden pattern...

Topics

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

Identifiers and source

Literature Corpus work: b9d152e6-0a46-5a71-a413-c2a0d1cc2d41
DOI: 10.1101/2025.02.25.639900

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

WaveSeekerNet: Accurate Prediction of Influenza A Virus Subtypes and Host Source Using Attention-Based Deep LearningDOI 10.1101/2025.02.25.639900Read

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

VIDHOP, viral host prediction with deep learningSemantic proximity Read

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

HAVEN: Hierarchical Attention for Viral protEin-based host iNferenceSemantic proximity Read

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

Influ-BERT: A Domain-Adaptive Genomic Language Model for Advancing Influenza A Virus ResearchSemantic proximity Read

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

HostNet: improved sequence representation in deep neural networks for virus-host predictionSemantic proximity Read

Using Artificial Intelligence to Assess Cross-Species Transmission Potential of Influenza A VirusSemantic proximity Read

Attention-Based Hybrid Deep Learning Models for Classifying COVID-19 Genome SequencesSemantic proximity Read

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

Transformer-based deep learning for multiclass viral classification in metagenomic sequencingSemantic proximity Read