The aim of this task is to automatically assign ICD10-CM codes (in the Spanish translation, CIE 10-Diagnóstico). 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)
Language
Spanish
NLP topic
Abstract task
Dataset
Year
2020
Publication link
Ranking metric
MAP
Task results
| System | Precision | Recall | F1 Sort ascending | CEM | Accuracy | MacroPrecision | MacroRecall | MacroF1 | RMSE | MicroPrecision | MicroRecall | MicroF1 | MAE | MAP | UAS | LAS | MLAS | BLEX | Pearson correlation | Spearman correlation | MeasureC | BERTScore | EMR | Exact Match | F0.5 | Hierarchical F | ICM | MeasureC | Propensity F | Reliability | Sensitivity | Sentiment Graph F1 | WAC | b2 | erde30 | sent | weighted f1 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| IAM | 0.8170 | 0.5920 | 0.6870 | 0.5210 | |||||||||||||||||||||||||||||||||
| FLE | 0.7400 | 0.6330 | 0.6790 | 0.5190 | |||||||||||||||||||||||||||||||||
| Anuj | 0.7410 | 0.6210 | 0.6760 | 0.5050 | |||||||||||||||||||||||||||||||||
| The Mental Strokers | 0.7590 | 0.6380 | 0.5910 | 0.5170 | |||||||||||||||||||||||||||||||||
| MEDIA | 0.7350 | 0.6300 | 0.4880 | 0.4880 |
