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The authors did not have access to individual patient information prior to data anonymisation and aggregation, and therefore there was no individual interaction with patients in this study.
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Each FP provided informed consent for participation in the study and all were guaranteed confidentiality of personal data, data anonymisation and the non-disclosure of any individual or practice results.
Standard Operating Procedures were developed for the collection of questionnaire data, anonymisation, documentation, and data integrity and security.
By building intelligence into data collection and aggregation, we can drastically reduce data requirements.
This includes the data and aggregation strategy.
Data sharing, collaboration, and aggregation.
Data anonymisation is the simplest but most secure approach to providing privacy and integrity of DICOM data.
Definitions of data anonymisation vary, but those used within this paper are in accordance with the Medical Research Council (MRC) guidance.
A multi-faceted solution including, anonymisation, data aggregation and/or suppression, user authentication, scrutiny to ensure appropriateness of the data use, and disclosure control at analysis and publication, is considered a more robust approach.
Archiving is not trivial: it requires proper documentation of data, and anonymisation when human participants are involved.
Data Integration, Aggregation, and Representation.
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