It builds on the methodology of having two different data processing streams on the same system: a real time computing for fast data streams and a batch computing behavior for massive workloads for delayed processing.
Table 1 shows the sensitivity and specificity observed for each of the bands in the criterion at 95%andd stringent 90% confidence limits for models obtained using three different data analysis pre-processing steps.
For the two data sets generated by the different data processing in centres A and B, the definition of these tumour ROIs was based on the summed images of 18F-FET uptake from 20 to 40 min after injection in the slice with the maximal 18F-FET uptake in the tumour.
Based on the 18F-FET PET data of 40 patients with untreated cerebral gliomas (20 WHO grade II, 10 WHO grade III, 10 WHO grade IV), the effect of different data processing in the two centres on TBRmean, TBRmax, Tvol, time-to-peak (TTP) and slope of the TAC was compared.
The "Data processing engines" section examines different data processing paradigms and outlines criteria for evaluation.
Tumour grading was not influenced by different data processing.
Compared to traditional geospatial data, geospatial big data require different data processing and analysis approaches.
We've got two different data centers.
We relied on nine different data providers.
In order to correlate the simulation results with experimental data, three different laser shock processing strategies (pulse sequences) were performed on fatigue specimens and their fatigue life were compared.
