Medical Data Transformation Using Rewriting

Abstract

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This paper presents an approach to and system for declaratively transforming medical subjects’ data into a common data model representation. Our work is part of the GAAIN project on Alzheimer’s disease data federation. We present a general purpose data transformation system that we have developed by leveraging the existing state-of-the-art in data integration and query rewriting. In this work we have further extended the current technology with new formalisms that facilitate expressing a broader range of data transformation tasks, plus new execution methodologies to ensure efficient data transformation for disease datasets.

Keywords

• data sharing
• data integration
• Data mapping
• Alzheimer’s disease datasets
• Query rewriting