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Modern sequencing instruments, for instance (e.g. [ 2453- 2457]) are generating quality data at truly enormous rates [ 2458], and innovative but computationally demanding algorithms are required to deal with them (e.g. [ 2459]).
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In a single year, the most advanced sequencing instruments can sequence 18,000 human genomes, produce three petabytes of data and consume three to five million computing core hours.
Biology has become increasingly computational: a single genome sequencing instrument generates terabytes of data a week.
Modern sequence data was trimmed to cover the same regions.
Alternatively, faster peptide sequencing capabilities in modern MS instruments enable approaches combining peptide identification and quantification to provide whole-proteome analysis of differential protein expression.
With modern photogrammetric instruments, plotting is usually at reproduction scale.
Many modern medical instruments, such as cystoscopes and bronchoscopes, depend for their action on this principle.
Modern azimuth instruments embody a number of refinements, but the principle remains unchanged.
This radiation can be observed by means of modern astronomical instruments.
Most modern, inexpensive instruments are made of plastic resin, such as ABS.
Modern FACS instruments are a mature technology that are user-friendly, high-throughput, widely available, and have low running costs.
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