Classification of Influenza Hemagglutinin Protein Sequences using Convolutional Neural Networks

1 code implementation • 9 Aug 2021 • Charalambos Chrysostomou, Floris Alexandrou, Mihalis A. Nicolaou, Huseyin Seker

This paper focuses on accurately predicting if an Influenza type A virus can infect specific hosts, and more specifically, Human, Avian and Swine hosts, using only the protein sequence of the HA gene.

Classification

Prediction of Influenza A virus infections in humans using an Artificial Neural Network learning approach

no code implementations • 12 Feb 2021 • Charalambos Chrysostomou, Harris Partaourides, Huseyin Seker

In this paper, to accurately predict if an Influenza type A virus has the capability to infect human hosts, by using only the HA gene, is therefore developed and tested.