Multi-label clinical document classification: Impact of label-density. - Alberto Blanco 001; Arantza Casillas; Alicia Pérez; Arantza Díaz de Ilarraza (Expert Syst. Appl., 2019)

IXA-AAA at CLEF eHealth 2020 CodiEsp. Automatic Classification of Medical Records with Multi-label Classifiers and Similarity Match Coders. - Alberto Blanco 001; Alicia Pérez; Arantza Casillas (CLEF (Working Notes), 2020)

Extreme Multi-Label ICD Classification: Sensitivity to Hospital Service and Time. - Alberto Blanco 001; Alicia Pérez; Arantza Casillas (IEEE Access, 2020)

Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity. - Alberto Blanco 001; Olatz Perez-de-Viñaspre; Alicia Pérez; Arantza Casillas (Comput. Methods Programs Biomed., 2020)

On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than English. - Alberto Blanco 001; Sonja Remmer; Alicia Pérez; Hercules Dalianis; Arantza Casillas (RANLP, 2021)

Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable Methods. - Alberto Blanco 001; Alicia Pérez; Arantza Casillas; Daniel Cobos (IEEE J. Biomed. Health Informatics, 2021)

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)

Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish. - Alberto Blanco 001; Sonja Remmer; Alicia Pérez; Hercules Dalianis; Arantza Casillas (J. Biomed. Informatics, 2022)

Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers. - Alberto Blanco 001; Alicia Pérez; Arantza Casillas (IEEE J. Biomed. Health Informatics, 2022)

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)