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Updated: Mar 15, 2026

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Medical Classification and Terminology Systems in a Secondary Use Context: Challenges and Perils
Hauke Hund1, Sven Gerth2, Hugo A Katus1
1Department of Cardiology, University Hospital Heidelberg, Heidelberg, Germany.
Abstract:
Since the introduction of diagnosis-related groups in the German healthcare system, classifying patient diagnosis and procedures with controlled vocabularies have become mandatory and thus creating a large dataset for secondary use in biomedical research. In this paper we present the analysis of an ICD dataset with regards to potentially reimbursement motivated classification and the effects on precision and recall when considering the change history of ICD codes.
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