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Review of applications of high-throughput sequencing in personalized medicine: barriers and facilitators of future progress in research and clinical application
There has been an exponential growth in the performance and output of sequencing
technologies (omics data) with full genome sequencing now producing gigabases of reads …
technologies (omics data) with full genome sequencing now producing gigabases of reads …
Genomic data compression
Recently, there has been growing interest in genome sequencing, driven by advances in
sequencing technology, in terms of both efficiency and affordability. These developments …
sequencing technology, in terms of both efficiency and affordability. These developments …
A survey on data compression methods for biological sequences
The ever increasing growth of the production of high-throughput sequencing data poses a
serious challenge to the storage, processing and transmission of these data. As frequently …
serious challenge to the storage, processing and transmission of these data. As frequently …
Representation of k-Mer Sets Using Spectrum-Preserving String Sets
Given the popularity and elegance of k-mer-based tools, finding a space-efficient way to
represent a set of k-mers is important for improving the scalability of bioinformatics analyses …
represent a set of k-mers is important for improving the scalability of bioinformatics analyses …
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 …
models that can cope efficiently with the lossless compression of DNA sequences. Important …
Nucleotide Archival Format (NAF) enables efficient lossless reference-free compression of DNA sequences
DNA sequence databases use compression such as gzip to reduce the required storage
space and network transmission time. We describe Nucleotide Archival Format (NAF)—a …
space and network transmission time. We describe Nucleotide Archival Format (NAF)—a …
Efficient compression of genomic sequences
The number of genomic sequences is growing substantially. Besides discarding part of the
data, the only efficient possibility for co** with this trend is data compression. We present …
data, the only efficient possibility for co** with this trend is data compression. We present …
Sequence Compression Benchmark (SCB) database—A comprehensive evaluation of reference-free compressors for FASTA-formatted sequences
Background Nearly all molecular sequence databases currently use gzip for data
compression. Ongoing rapid accumulation of stored data calls for a more efficient …
compression. Ongoing rapid accumulation of stored data calls for a more efficient …
FQSqueezer: k-mer-based compression of sequencing data
S Deorowicz - Scientific reports, 2020 - nature.com
The amount of data produced by modern sequencing instruments that needs to be stored is
huge. Therefore it is not surprising that a lot of work has been done in the field of specialized …
huge. Therefore it is not surprising that a lot of work has been done in the field of specialized …
Compression of genomic sequencing reads via hash-based reordering: algorithm and analysis
Abstract Motivation New Generation Sequencing (NGS) technologies for genome
sequencing produce large amounts of short genomic reads per experiment, which are highly …
sequencing produce large amounts of short genomic reads per experiment, which are highly …