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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Reimagining clinical AI: from clickstreams to clinical insights with EHR use metadata
Chao Yan1, Xinmeng Zhang2, Thomas G Kannampallil3,4
1Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN USA.
Abstract:
Most clinical AI solutions center on patient data-particularly those from electronic health records (EHR)-while overlooking the clinician activities that shape care and signal patient outcomes. EHR use metadata, which capture fine-grained clinician-EHR interactions, represent a powerful yet underutilized resource that complements patient data. This perspective highlights the opportunity of integrating EHR use metadata with patient data to advance the development, evaluation, and real-world impact of clinical AI.
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