A context-free encoding scheme of protein sequences for predicting antigenicity of diverse influenza A viruses

Abstract excerpt

BACKGROUND: The evolution of influenza A viruses leads to the antigenic changes. Serological diagnosis of the antigenicity is usually labor-intensive, time-consuming and not suitable for early-stage detection. Computational prediction of the antigenic relationship between emerging and old strains of influenza viruses using viral sequences can facilitate large-scale antigenic characterization, especially for those...

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