The aim of this task is to automatically assign ICD10-PCS codes (in the Spanish translation, CIE 10-Procedimiento). A list of valid codes for this task with their English and Spanish description was provided and is available at https://zenodo.org/record/3706838.
Publication
Miranda-Escalada, A., Gonzalez-Agirre, A., Armengol-Estapé, J., Krallinger, M. (2020) Overview of automatic clinical coding: annotations, guidelines, and solutions for non-English clinical cases at CodiEsp track of eHealth CLEF 2020. In: CLEF (Working Notes)
NLP topic
Abstract task
Dataset
Year
2020
Publication link
Ranking metric
MAP
Task results
| System | Precision | Recall | F1 Sort ascending |
|---|---|---|---|
| IAM | 0.6910 | 0.4200 | 0.5220 |
| FLE | 0.6430 | 0.4480 | 0.5140 |
| MEDIA | 0.6010 | 0.5200 | 0.5020 |
| The Mental Strokers | 0.5370 | 0.5270 | 0.4880 |
| Anuj | 0.8330 | 0.3960 | 0.4780 |
