Annotation-preserving machine translation of English corpora to validate Dutch clinical concept extraction tools.

This study has demonstrated that translated English corpora can be used to validate non-English concept extraction tools. The annotation preservation method used during translation proved effective, and future research can apply this corpus translation method to additional languages and clinical settings.