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(vii) Differential privacy in big data scenario is yet to be explored and implemented in real world datasets on a large scale to make use of its full potential being the one with the strongest mathematical guarantee. .
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We created datasets based on a large, previously published diagnostic study on 2 different tests (D-dimer test and calf difference test) with a nested case control design.
Here we provide evidence from a recent dataset based on a large cohort of English teenagers born in 1990 who were followed for seven years, starting in 2004.
All three MeDIP-on-chip datasets show a large degree of separation between the gene promoter and control probe distributions.
Our method is validated on synthetic datasets and a large scale CT dataset with several thousands of images.
This dataset includes information on a large representative sample of German hospitals in 2009, including number of DRG-cases, age, gender, disease diagnosis (ICD-10), DRG relative cost weights and mean length of stay.
The experiments on a motion dataset of radio calisthenics and on a large motion dataset provided by CMU motion database validate the proposed framework.
The size of the dataset available provides information on a large number of patients; however it also has limitations in terms of lacking detail.
First of all, the classification speed allows researchers to analyse large metagenomic datasets on a desktop computer without the requirement of large computer clusters or special purpose hardware.
Our study, based on a large dataset on laryngeal cancer, is one of the few to examine the effect on risk of stopping both smoking and drinking.
Table 2 shows the average execution time for various manipulation workload on a small dataset (5GB) and a large dataset (50GB), respectively.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com