Leveraging machine learning for taxonomic classification of emerging astroviruses

Leveraging machine learning for taxonomic classification of emerging astroviruses

Astroviruses are a family of genetically diverse viruses associated with disease in humans and birds with significant health effects and economic burdens. Astrovirus taxonomic classification includes two genera, Avastrovirus and Mamastrovirus. However, with next-generation sequencing, broader inters...

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Bibliographic Details
Main Authors: Fatemeh Alipour, Connor Holmes, Yang Young Lu, Kathleen A. Hill, Lila Kari
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Molecular Biosciences
Subjects:
machine learning
viral classification and clustering
family Astroviridae
Avastrovirus
Mamastrovirus
alignment-free classification
Online Access:https://www.frontiersin.org/articles/10.3389/fmolb.2023.1305506/full

Internet

https://www.frontiersin.org/articles/10.3389/fmolb.2023.1305506/full

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