Deepvirusclassifier: a deep learning tool for classifying SARS-CoV-2 based on viral subtypes within the coronaviridae family

Abstract excerpt

PURPOSE: In this study, we present DeepVirusClassifier, a tool capable of accurately classifying Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) viral sequences among other subtypes of the coronaviridae family. This classification is achieved through a deep neural network model that relies on convolutional neural networks (CNNs). Since viruses within the same family share similar genetic and...

Topics

Share this publication in a Topic to start or enrich a Post.

• Share to COVID-19 diagnosis using AI
• Share to Machine Learning in Bioinformatics
• Share to SARS-CoV-2 and COVID-19 Research