High-throughput sequencing technologies have led to a dramatic decline of genome sequencing costs and to an astonishingly rapid accumulation of genomic data ...
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In this review, we emphasize the need for designing specialized compressors tailored to genomic data and describe the main solutions already proposed. We also ...
PetaGene decreases the size of genomic data, reducing storage costs and data transfer times by between 60% and 90% without compromising data quality.
Genomic data compression technology reduces the data storage footprint by as much as five times, and decreases data storage and transfer costs.
May 9, 2024 · In this paper, we present Genie, to the best of our knowledge the first open-source encoder that compresses genomic data according to the MPEG-G standard.
Apr 26, 2019 · Data compression has an important role in genomic data management. Reducing the storage space required without losing any information lowers the ...
Aug 22, 2018 · To compress genomic data, you could first divide each DNA sequence read into smaller chunks, and then assign each chunk a numerical index.
Mar 25, 2019 · CRAM, the data compression standard for genomics, is quickly transitioning to the field's preferred file format for storing sequence reads.
Nov 11, 2020 · GeCo3 is a genomic sequence compressor with a neural network mixing approach that provides additional gains over top specific genomic compressors.
Current approaches for genomic data storage use different methods for compression (Zhu et al. 2015). Before high-throughput technologies were introduced, ...