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Machine Learning Methods for Predicting Human-Adaptive Influenza A Viruses Based on Viral Nucleotide Compositions

Each influenza pandemic was caused at least partly by avian- and/or swine-origin influenza A viruses (IAVs). The timing of and the potential IAVs involved in the next pandemic are currently unpredictable. We aim to build machine learning (ML) models to predict human-adaptive IAV nucleotide compositi...

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Detalles Bibliográficos
Autores principales: Li, Jing, Zhang, Sen, Li, Bo, Hu, Yi, Kang, Xiao-Ping, Wu, Xiao-Yan, Huang, Meng-Ting, Li, Yu-Chang, Zhao, Zhong-Peng, Qin, Cheng-Feng, Jiang, Tao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7086167/
https://www.ncbi.nlm.nih.gov/pubmed/31750915
http://dx.doi.org/10.1093/molbev/msz276