Article

Virus detection and identification in minutes using single-particle imaging and deep learning

2020-10-14

Abstract excerpt

<h4>ABSTRACT</h4> The increasing frequency and magnitude of viral outbreaks in recent decades, epitomized by the current COVID-19 pandemic, has resulted in an urgent need for rapid and sensitive diagnostic methods. Here, we present a methodology for virus detection and identification that uses a convolutional neural network to distinguish between microscopy images of single intact particles of different viruses. O...

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Literature Corpus work: 137864b0-44a3-52d8-a977-fd95f0fa9535
DOI: 10.1101/2020.10.13.20212035

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