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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
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Reusing Biomedical Data as Agreed - Towards Structured Metadata for Data Use Agreements.
Caroline Bönisch1, Sabine Hanß1,2, Nicolai Spicher1,2,3
1Department of Medical Informatics, University Medical Center Göttingen, Germany.
Studies in Health Technology and Informatics
|September 12, 2023
Summary
Managing biomedical data use agreements is complex due to unstructured contracts. This study identifies key metadata to streamline data sharing and compliance for researchers.
Area of Science:
- Biomedical Informatics
- Data Governance
- Research Ethics
Background:
- Increasing availability of reusable biomedical data from cohort studies and clinical routine data.
- Data re-users struggle to manage transferred data according to heterogeneous data use agreements (DUAs).
- Current DUAs are unstructured text documents, complicating compliance and daily research practice.
Purpose of the Study:
- To analyze and review existing data use agreements for digital data transfer.
- To identify essential metadata for managing data use, storage, sharing, and publication regulations.
- To propose a structured metadata approach for improved data governance and accessibility.
Main Methods:
- Inspection and review of seven different data usage agreements.
- Focus on digital data that is copied and transferred to the requester's environment.
- Identification of metadata items across key categories: data usage, storage, sharing, and publication.
Main Results:
- Identified 24 essential metadata items across four main categories: data usage, storage, sharing, and publication of results.
- Demonstrated significant overlap in topics covered by DUAs but diversity in specific regulations.
- Highlighted the practical relevance of these regulations for daily research activities and data sharing.
Conclusions:
- A limited set of structured metadata items can significantly improve data accessibility and compliance.
- Structured metadata provides data scientists with crucial information about DUAs alongside transferred data.
- This approach facilitates easier management of data use agreements, even considering trusted research environments.
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