The International Classification of Diseases (ICD) is an international standard and tool for
epidemiological investigation, health management, and clinical diagnosis with a …

Abstract Background: Electronic Clinical Narratives (ECNs) store valuable individual's health
information. However, there are few available open-source data. Besides, ECNs can be …

This paper presents a new corpus of radiology medical reports written in Spanish and
labeled with ICD-10. CARES (Corpus of Anonymised Radiological Evidences in Spanish) is …

Background. Nowadays, with the digitalization of healthcare systems, huge amounts of
clinical narratives are available. However, despite the wealth of information contained in …

This paper presents our participation in the ClinAIS task of the IberLEF 2023 shared
evaluation campaign, devoted to the automatic section identification in medical reports …

Patient similarity assessment, which identifies patients similar to a given patient, is a
fundamental component of many secondary uses of medical data. The assessment can be …

Online learning is quickly becoming a popular choice instead of traditional education. One of
its key advantages lies in the flexibility it offers, allowing individuals to tailor their learning …

Keyphrase extraction is a widely discussed topic in Natural Language Processing, as it
offers a concise summary of the main topics in a document. Interpretability is also an …

Recent years have seen particular interest in using electronic medical records (EMRs) for
secondary purposes to enhance the quality and safety of healthcare delivery. EMRs tend to …

Predicting high-dimensional or extreme multilabels, such as in medical coding, requires
both accuracy and interpretability. Existing works often rely on local interpretability methods …