Antigenicity prediction and vaccine recommendation of human influenza virus A (H3N2) using convolutional neural networks

• Autores principales: Eva K. Lee (Autor), Haozheng Tian (Autor), Helder I. Nakaya (Autor)
• Formato: Libro
• Publicado: Taylor & Francis Group, 2020-11-01T00:00:00Z.
• Materias: article
• Acceso en línea: Connect to this object online.

The rapid evolution of influenza A viruses poses a great challenge to vaccine development. Analytical and machine learning models have been applied to facilitate the process of antigenicity determination. In this study, we designed deep convolutional neural networks (CNNs) to predict Influenza antig...