Article

ProkBERT PhaStyle: Accurate Phage Lifestyle Prediction with Pretrained Genomic Language Models

2024-12-08

Abstract excerpt

<h4>Background</h4> Phage lifestyle prediction, i.e. classifying phage sequences as virulent or temperate, is crucial in biomedical and ecological applications. Phage sequences from metagenome or metavirome assemblies are often fragmented, and the diversity of environmental phages is not well known. Current computational approaches often rely on database comparisons and machine learning algorithms that require si...

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Literature Corpus work: 1a2d45b4-d7a3-5fe5-b3b4-9718ae8af07a
DOI: 10.1101/2024.12.08.627378

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