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iDeLUCS: a deep learning interactive tool for alignment-free clustering of DNA sequences

SUMMARY: We present an interactive Deep Learning-based software tool for Unsupervised Clustering of DNA Sequences (iDeLUCS), that detects genomic signatures and uses them to cluster DNA sequences, without the need for sequence alignment or taxonomic identifiers. iDeLUCS is scalable and user-friendly...

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Detalles Bibliográficos
Autores principales: Millan Arias, Pablo, Hill, Kathleen A, Kari, Lila
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10483029/
https://www.ncbi.nlm.nih.gov/pubmed/37589603
http://dx.doi.org/10.1093/bioinformatics/btad508