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In the present study, we explore how Deep Learning can be utilized for addressing some important problems in Big Data Analytics, including extracting complex patterns from massive volumes of data, semantic indexing, data tagging, fast information retrieval, and simplifying discriminative tasks.
A very conservative approach was utilized for addressing intra-probe single nucleotide polymorphisms (SNPs); to ensure that our findings were not biased by SNPs affecting methylation levels, we excluded all probes with potential SNPs in the binding region or at base-pair extension (119,888 probes) according to the dbSNP database (version 137), resulting in a final set of 254,460 CpGs for analysis.
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Social skills training is a frequently utilized intervention for addressing social deficits of children with autism spectrum disorder (ASD).
Our recommendation is to utilize this technique for addressing neglected epiphyseal injuries leading to dorsal angulation of the distal radius, with positive ulnar variance and DRUJ disruption, as it leads to optimal outcome and minimal morbidity.
It seems obvious that societies would benefit from utilizing available knowledge for addressing major threats to global health and innovative ways for improving life-style practices of large populations.
Open surgery has been utilized for many years to address various extra-capsular pathologies of the hip.
In both formats, we utilize well-established strategies for addressing the positive and negative symptoms that accompany psychotic disorders [ 57– 59] as well as the other sequelae that accompany psychotic disorders, including anxiety [ 46], insomnia [ 60], post-traumatic stress disorder [ 61, 62], substance use [ 63], and deficits in social and vocational functioning [ 64– 64].
We suggest that currently utilized libraries are not optimal for addressing new targets by high-throughput screening, or complex phenotypes by high-content screening.
With over one billion global Facebook users, there is emerging evidence that activists are making concerted efforts to utilize Facebook's dynamic ability for addressing social issues.
Limitations to essential gene studies should be addressed regardless of systems and methods utilized for their identification.
To address this issue, human NK cells were utilized for the experiments.
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CEO of Professional Science Editing for Scientists @ prosciediting.com