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To cope with these new challenges and to facilitate efficient data analyses, numerous academic and commercial software packages and databases have been developed [ 2- 5].
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Finally, this study suggested that a specific CKD screening/prevention strategy for patients with DM might not be efficient without laboratory data analyses, and the strategy for the general population could be used in patients with DM.
The FPGA architecture of pMCMC is 12.1x and 10.1x faster than state-of-the-art, parallel CPU and GPU implementations of pMCMC and up to 53x more energy efficient; the FPGA architecture of ppMCMC increases these speedups to 34.9x and 41.8x respectively and is 173x more power efficient, bringing previously intractable SSM-based data analyses within reach.
Therefore, the basal data analyses are not efficient to remove potentially noisy values in type 2 experiments.
The exon-centric analyses are efficient in data-analyses, however, two fundamental shortcomings need to be reminded: First, it has been reported that expression level of HLA genes is associated with disease phenotype [ 20, 21], thus genetic variants in regulatory element such as promoter or even introns need to be extensively analyzed.
Also, useful tools have been generated for RNA-sequencing data analyses that make for user-friendly and efficient analysis of the data.
To allow for efficient research analyses, EMR data must first be warehoused to enable data analyses across patient populations.
The research team first analyses data samples from large complex energy data, and then, presents a set of computationally efficient data mining algorithms for reverse engineering.
performed data analyses.
E.T.B. performed data analyses.
and A.D.S. performed data analyses.
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