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FluAttn:Antigenicity prediction of influenza A/H3N2 through attention-based feature mining

Li Geng Jun He Ping Liu

传染病建模（英文）Issue(2)：428-437,10.

传染病建模（英文）Issue(2)：428-437,10.DOI:10.1016/j.idm.2025.11.005

FluAttn:Antigenicity prediction of influenza A/H3N2 through attention-based feature mining

Li Geng ¹Jun He ²Ping Liu³

作者信息

1. School of Public Health,Anhui Medical University,Hefei,230032,Anhui,China||The First Affiliated Hospital of USTC,Division of Life Sciences and Medicine,University of Science and Technology of China,Hefei,230001,Anhui,China
2. School of Public Health,Anhui Medical University,Hefei,230032,Anhui,China||Anhui Provincial Center for Disease Control and Prevention,Hefei,230601,Anhui,China
3. School of Computer Science and Technology,University of Science and Technology of China,Hefei,230027,Anhui,China
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摘要

关键词

Feature mining/Influenza A/H3N2/Antigenicity prediction/Attention-based mechanism

Key words

Feature mining/Influenza A/H3N2/Antigenicity prediction/Attention-based mechanism

引用本文复制引用

Li Geng,Jun He,Ping Liu..FluAttn:Antigenicity prediction of influenza A/H3N2 through attention-based feature mining[J].传染病建模（英文）,2026,(2):428-437,10.

基金项目

We gratefully acknowledge all data contributors,i.e.,the Authors and their Originating laboratories responsible for obtaining the specimens,and their Submitting laboratories for generating the genetic sequence and metadata and sharing via the GISAID Initiative and the NCBI Influenza Virus Database,on which this research is based.LLM was used for proof-reading.This study was supported by the Peak Discipline Project from School of Public Health,Anhui Medical University(Collaborative Education Innovation Project)(2024GWXTYRZ005),and by the Key Health Research Program of Anhui Province in 2024(AHWJ2024Aa10092). （Collaborative Education Innovation Project）

传染病建模（英文）

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