IAM at CLEF eHealth 2020: Concept Annotation in Spanish Electronic Health Records

Sébastien Cossin, Vianney Jouhet
2020 Conference and Labs of the Evaluation Forum  
In this paper, we describe the approach and the results of our participation in task 1 (multilingual information extraction) of the CLEF eHealth 2020 challenge. We tackled the task of automatically assigning ICD-10 diagnosis and procedure codes to Spanish electronic health records. We used a dictionary-based approach using only materials provided by the task organizers. The training set consisted of 750 clinical cases annotated by a medical expert. Our system achieved an F1-score of 0.69 for
more » ... detection of diagnoses and 0.52 for the detection of procedures on a test set of 250 clinical cases.
dblp:conf/clef/CossinJ20 fatcat:p7bxuzukp5ev3ombvo53avap6q