National Library of Medicine, National Institutes of Health, USA.
Stud Health Technol Inform. 2022 Jun 6;290:96-100. doi: 10.3233/SHTI220039.
ICD-11 will be used to report mortality statistics by WHO member countries starting in 2022. In the US, ICD-10-CM will likely continue to be used for morbidity coding for a long period of time. A map between ICD-10-CM and ICD-11 will therefore be useful for interoperability purpose between datasets coded with ICD-10-CM and ICD-11.
The objective of this study is to explore novel approaches to automatically derive a map between ICD-10-CM and ICD-11 through the sequential use of existing maps.
Sequential mapping through ICD-10 yielded better coverage and accuracy compared to mapping through SNOMED CT.
Sequential mapping is useful in automatically creating a draft map from ICD-10-CM to ICD-11 and would reduce manual curation efforts in creating the final map. The various approaches offer different trade-offs among coverage, recall and precision.
从 2022 年开始，世卫组织成员国将使用 ICD-11 报告死亡率统计数据。在美国，ICD-10-CM 很可能在很长一段时间内继续用于发病率编码。因此，ICD-10-CM 和 ICD-11 之间的映射对于使用 ICD-10-CM 和 ICD-11 编码的数据集的互操作性将非常有用。
本研究的目的是通过连续使用现有映射，探索自动从 ICD-10-CM 到 ICD-11 生成映射的新方法。
通过 ICD-10 进行顺序映射与通过 SNOMED CT 进行映射相比，具有更好的覆盖范围和准确性。
顺序映射可用于自动从 ICD-10-CM 到 ICD-11 创建草案映射，并减少创建最终映射的手动整理工作。各种方法在覆盖范围、召回率和精度之间存在不同的权衡。
