This project hosts my research on studying computer-assisted ICD-11 coding systems. It includes relevant datasets we used, references, publicly available source codes and tools.
We aim to facilitate computer-assisted coding of ICD-11 with the use of text semantics. Cite this?
- English version of ICD-11 graph
- English and Chinese version of ICD-11 graph
Note: the datasets can be imported into Neo4j graph databases using the neo4j-admin command
- English WordNet
- Chinese Open WordNet (COW)
Note: the datasets can be import into Neo4j graph databases
The tool leverages searching abilities of WHO's ICD-11 API to obtain relevant ICD-11 entities.
Note: This coding tool based on API 1.0 is kinda out-of-date since WHO released API 2.0, which has major changes. But it could be easy to adapt these changes.
We leverage semantics in WordNet, an English semantic dictionary, to facilitate computer-assisted coding of ICD-11.
[1] D. Chen, R. Zhang, and R. G. Qiu, "Leveraging semantics in WordNet to facilitate the computer-assisted coding of ICD-11," IEEE Journal of Biomedical and Health Informatics, Oct. 2019, Early Access.
Since the research is of theory, please be responsible for any risk on using the data and algorithms in actual medical coding.
WHO's ICD-11 Online Coding Tool
ICD-11 Home Page
ICD-11 API
WordNet
Chinese Open WordNet