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Towards understanding the disease landscape of clinical trials in Germany: Ontology and embedding-based pipelines versus Large Language Models for ICD-10 Harmonization

2026-08-06

Abstract excerpt

<h4>Background</h4> Clinical trials conducted in Germany are registered across multiple registries, including the German Clinical Trials Register (DRKS), ClinicalTrials.gov , the EU Clinical Trials Register (EUCTR), and, since 2023, the Clinical Trials Information System (CTIS). These registries record health conditions using different classification systems and terminologies, including ICD-10-GM, MeSH, MedDRA,...

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Literature Corpus work
efe8e987-9a43-57c7-bd0c-1ae48877211a
DOI
10.64898/2026.08.04.26359616
Open publication

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Towards understanding the disease landscape of clinical trials in Germany: Ontology and embedding-based pipelines versus Large Language Models for ICD-10 HarmonizationDOI 10.64898/2026.08.04.26359616
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