Multi-channel neural networks for predicting influenza A virus hosts and antigenic types. (arXiv:2206.03823v1 [q-bio.QM])

Influenza occurs every season and occasionally causes pandemics. Despite its
low mortality rate, influenza is a major public health concern, as it can be
complicated by severe diseases like pneumonia. A fast, accurate and low-cost
method to predict the origin host and subtype of influenza viruses could help
reduce virus transmission and benefit resource-poor areas. In this work, we
propose multi-channel neural networks to predict antigenic types and hosts of
influenza A viruses with hemagglutinin and neuraminidase protein sequences. An …

arxiv bio influenza networks neural networks types virus