Preliminary exploration of topic modelling representations for Electronic Health Records coding according to the International Classification of Diseases in Spanish. - Nuria Lebeña; Alberto Blanco 001; Alicia Pérez; Arantza Casillas (Expert Syst. Appl., 2022)

Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention. - Owen Trigueros; Alberto Blanco 001; Nuria Lebeña; Arantza Casillas; Alicia Pérez (Int. J. Medical Informatics, 2022)

Representation Exploration and Deep Learning Applied to the Early Detection of Pathological Gambling Risks. - Xabier Larrayoz; Nuria Lebeña; Arantza Casillas; Alicia Pérez (CLEF (Working Notes), 2023)

Eating Disorders Detection by means of Deep Learning. - Xabier Larrayoz; Nuria Lebeña; Arantza Casillas; Alicia Pérez (IberLEF@SEPLN, 2023)

Temporal Name Entity Recognition and Relation Extraction in Clinical Electronic Health Records with Span-based Entity and Relation Transformer. - Nuria Lebeña; Arantza Casillas; Alicia Pérez (ICBBB, 2024)

Quantifying decision support level of explainable automatic classification of diagnoses in Spanish medical records. - Nuria Lebeña; Alicia Pérez; Arantza Casillas (Comput. Biol. Medicine, 2024)

Medical Prognosis from Electronic Health Records in Spanish. - Nuria Lebeña; Claudia Borg; Arantza Casillas; Alicia Pérez (AIME (1), 2025)

Clinical Federated Learning for Private ICD-10 Classification of Electronic Health Records from Several Spanish Hospitals. - Nuria Lebeña; Alberto Blanco 001; Arantza Casillas; Maite Oronoz; Alicia Pérez (Proces. del Leng. Natural, 2025)