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PathoLM: Identifying pathogenicity from the DNA sequence through the Genome Foundation Model

By Sajib Acharjee Dip and others at
LogoVirginia Tech
and
LogoInstitute of Information Technology
Pathogen identification is pivotal in diagnosing, treating, and preventing diseases, crucial for controlling infections and safeguarding public health. Traditional alignment-based methods, though widely used, are computationally intense and reliant on extensive reference databases, often failing to detect novel pathogens due to their low sensitivity and specificity. Similarly, conventional machine learning... Show more
June 19, 2024
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PathoLM: Identifying pathogenicity from the DNA sequence through the Genome Foundation Model
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