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Independent testing of the model on multi-site data revealed that the model was both accurate and robust.
Objective: Multi-site data collection is complex and requires an effective data management system.
We assume that the multi-site data gives a good representation of the population.
Note that our focus here is on outcomes that will be informed by cross-site or multi-site data.
Fifth, data managers at each site use common data checking routines and findings shared with a multi-site data quality committee.
7. Compilation and checking of data from the participating sites, and maintenance of the central dataset 8. Analysis of multi-site data.
For example, when the multi-site program finishes processing the data, it could create a report indicating which output files were created, whether the output contained fieldnames indicating key elements of PHI such as "Medical_Record_Number", and whether the numerical output contained values that might indicate small populations.
The supply chain consists of multi-site processing facilities and corresponds to a multi-echelon production network with both dedicated and multiproduct plants.
Pooling of multi-site MRI data is often necessary when a large cohort is desired.
Further, we used the results obtained from the multi-site GPS database processing to calculate daily polar maps based on ground-based GPS ROTI values.
Similar findings were identified by a multi-site study comprising data from several North American cohorts.
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