Prediction of virus-host associations using protein language models and multiple instance learning.

Prediction of virus-host associations using protein language models and multiple instance learning.

Predicting virus-host associations is essential to determine the specific host species that viruses interact with, and discover if new viruses infect humans and animals. Currently, the host of the majority of viruses is unknown, particularly in microbiomes. To address this challenge, we introduce Ev...

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Bibliographic Details
Main Authors: Dan Liu, Francesca Young, Kieran D Lamb, David L Robertson, Ke Yuan
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2024-11-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1012597
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