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Efficient DNA sequence compression with neural networks

BACKGROUND: The increasing production of genomic data has led to an intensified need for models that can cope efficiently with the lossless compression of DNA sequences. Important applications include long-term storage and compression-based data analysis. In the literature, only a few recent article...

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Publicat a:Gigascience
Autors principals: Silva, Milton, Pratas, Diogo, Pinho, Armando J
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2020
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7657843/
https://ncbi.nlm.nih.gov/pubmed/33179040
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/gigascience/giaa119
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