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Using deep learning for gene detection and classification in raw nanopore signals

Recently, nanopore sequencing has come to the fore as library preparation is rapid and simple, sequencing can be done almost anywhere, and longer reads are obtained than with next-generation sequencing. The main bottleneck still lies in data postprocessing which consists of basecalling, genome assem...

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Detalles Bibliográficos
Autores principales: Nykrynova, Marketa, Jakubicek, Roman, Barton, Vojtech, Bezdicek, Matej, Lengerova, Martina, Skutkova, Helena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9520528/
https://www.ncbi.nlm.nih.gov/pubmed/36187947
http://dx.doi.org/10.3389/fmicb.2022.942179