Article

Forecasting dominance of SARS-CoV-2 lineages by anomaly detection using deep AutoEncoders

2023-10-24

Abstract excerpt

The coronavirus disease of 2019 (COVID-19) pandemic is characterized by sequential emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants, lineages, and sublineages, outcompeting previously circulating ones because of, among other factors, increased transmissibility and immune escape. We propose DeepAutoCoV, an unsupervised deep learning anomaly detection system to predict future domina...

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Literature Corpus work: 27bb2a21-b6f9-5a18-8cce-af380cff36d5
DOI: 10.1101/2023.10.24.563721

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