MetaTransformer: deep metagenomic sequencing read classification using self-attention models

Deep learning has emerged as a paradigm that revolutionizes numerous domains of scientific research. Transformers have been utilized in language modeling outperforming previous approaches. Therefore, the utilization of deep learning as a tool for analyzing the genomic sequences is promising, yieldin...

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Detalles Bibliográficos
Autores principales: Wichmann, Alexander, Buschong, Etienne, Müller, André, Jünger, Daniel, Hildebrandt, Andreas, Hankeln, Thomas, Schmidt, Bertil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Methods Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10495543/
https://www.ncbi.nlm.nih.gov/pubmed/37705831
http://dx.doi.org/10.1093/nargab/lqad082

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10495543/
https://www.ncbi.nlm.nih.gov/pubmed/37705831
http://dx.doi.org/10.1093/nargab/lqad082

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