Dutch ADE corpus

The corpus contains 102 anonymised Dutch Intensive Care progress notes with 16,470 labels, consisting of 8,914 Disorder entities, 5,307 Drug entities, 134 Qualitative Concept entities, 1,501 Indication relations, and 614 Adverse Drug Event (ADE) relations. Annotation reached high agreement for all entities (F1 score 0.7724) with an expected lower agreement for relations (F1 score 0.4327). The Dutch ADE corpus is a real-world data set that can be used to evaluate natural language processing pipelines for ADE detection tasks. Although the corpus was developed for drug-related acute-kidney injury, 158 additional ADEs were identified. The combination of iterative annotation guideline development and double annotation followed by adjudication produced high quality annotations. Re-use of the Dutch ADE Corpus is possible upon reasonable request and subject to certain limitations. Access requests and terms of use can be found <b>here</b><b>.</b>Please use the following citation [<i>will add after publication</i>] to give the authors credit for their work, should you use or refer to the Dutch ADE Corpus.

本语料库包含102份匿名化荷兰语重症监护（Intensive Care）病程记录，共计16470个标注标签，涵盖8914个病症实体、5307个药物实体、134个定性概念实体，以及1501个适应证关联关系与614个药物不良反应（Adverse Drug Event, ADE）关联关系。所有实体类别的标注均达成较高一致性（F1分数为0.7724），而关联关系的标注一致性则如预期般相对更低（F1分数为0.4327）。荷兰语ADE语料库属于真实世界数据集，可用于评估面向药物不良反应检测任务的自然语言处理流程。尽管该语料库最初是为药物相关急性肾损伤研究开发的，但额外识别出了158例药物不良反应。通过迭代式标注指南开发与双人标注后经审核裁定的组合流程，本语料库获得了高质量的标注结果。可通过合理申请并遵守相关限制条款复用本荷兰语ADE语料库，访问申请与使用条款可于<b>此处</b>获取<b>.</b>。若您使用或提及本荷兰语ADE语料库，请使用以下引用格式 [<i>将在出版后补充</i>] 以对原作者的工作成果表示认可。