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Towards Reliable Clinical Data: A Collaborative Data Governance Architecture with Lifecycle Integration
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DOI：10.1016/j.jbi.2026.105046.png)
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Abstract
En 中文
Clinical data are critical for healthcare decision-making and research, but persistent concerns over accuracy, completeness, and consistency limit real-world reliability. Existing quality frameworks often emphasize post-hoc control and lack integration into clinical workflows. This study developed and evaluated a proactive, workflow-embedded, lifecycle-oriented governance architecture to address these limitations.
Keywords:
Clinical Data Quality
Data Governance
Workflow Integration
Lifecycle Management
Healthcare Decision-Making
Journal
IF:
4.5
Papers:
3.5K
Citations:
1.9W
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Cited Papers