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In this review, based on ASL studies in the resting state, we discuss state-of-the-art technical and data processing improvements in ASL, and ASL CBF changes in normal aging, mild cognitive impairment (MCI), Alzheimer's disease (AD), and other types of dementia.
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It was shown that the proposed measuring method and measured data processing bring an improvement of the sensitivity to the evaluated variable when comparing with measuring traditional MBN parameter.
We highlight some fundamental issues of translational bioinformatics and the potential use of cloud computing in NGS data processing for the improvement of prostate cancer treatment.
These machines then contribute their unused hard drive and disk space to a particularly complicated job, like scientific research or data processing, resulting in drastic improvements in processing speed.
We also compare HyMR with Phoenix++, a state-of-art implementation for systems with hardware-managed cache coherence in terms of scalability and sustained to peak data processing bandwidth, where HyMR demonstrates improvements of a factor of 3.1× and 3.2× respectively.
Recent developments have extended the applicability of cryo-electron tomography and have led to improvements in data processing.
The classifier, trained on human datasets from our previous study, was applied to ChIP-Seq data as described (Nag et al. 2013), with several improvements to data processing and filtering (see the section Materials and Methods).
As part of continuous quality improvement, it was to upgrade the Casemix software for improved data processing.
The newly developed data processing algorithms induce a performance improvement of approximately 137 for the entire data processing sequence compared to the previous universally applicable single core CPU based data processing tool.
As a result, our system achieves significant improvement in data processing efficiency as compared to legacy solutions.
Further improvements in the sequence data processing algorithms are desirable to automate this process.
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