Deep self-supervised learning for biosynthetic gene cluster detection and product classification

Natural products are chemical compounds that form the basis of many therapeutics used in the pharmaceutical industry. In microbes, natural products are synthesized by groups of colocalized genes called biosynthetic gene clusters (BGCs). With advances in high-throughput sequencing, there has been an...

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Detalles Bibliográficos
Autores principales: Rios-Martinez, Carolina, Bhattacharya, Nicholas, Amini, Ava P., Crawford, Lorin, Yang, Kevin K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10241353/
https://www.ncbi.nlm.nih.gov/pubmed/37220151
http://dx.doi.org/10.1371/journal.pcbi.1011162

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10241353/
https://www.ncbi.nlm.nih.gov/pubmed/37220151
http://dx.doi.org/10.1371/journal.pcbi.1011162

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