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Firstly to be able to find data easily, wherever it may be; standardisation of the data description would simplify this task.
Regular meetings between research personnel to discuss data collection issues and study progress should also help to ensure very good standardisation of the data collection procedures across study sites.
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Standardisation of these data would improve the communication between research groups.
Reproducibility assessments and standardisation of the acquisition and data analysis methods are crucial when imaging biomarkers are used in multicentre trials for assessing response to treatment.
This choice was based on the previous experience of Affymetrix working with consortia to design specific dedicated arrays but also due to the advantages of standardisation of the hybridisation and data extraction procedure.
Interestingly, the authors evaluated the ICC of 0.62 for home activity as poor, whereas the other literature would have ranked this more highly, 53 which reduces standardisation of the ICC and data synthesis across studies.
The scope of DICOM structured reporting is the standardisation of structured data and clinical observations in the imaging environment [13].
Importantly – as a result – the eForm not only enabled the standardisation of POA data collection tasks but also promoted the standardisation of nursing clinical processes across the participating sites.
A primary prerequisite for conducting a comparative study is clearly the standardisation of underlying data collection methods, assumptions, definitions, and data in order to avoid inconsistencies.
This requires standardisation, validation and benchmarking of the data in imaging biobanks.
Standardisation of railway data is instead one of the main requirements of the European Railway Traffic Management System (ERTMS) to enable traffic interoperability across different countries along the Trans-European Transport Network (TEN-T).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com