Alberto Blanco

11 papers Misc 1Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Clinical Federated Learning for Private ICD-10 Classification of Electronic Health Records from Several Spanish Hospitals. Proces. del Leng. Natural Nuria Lebeña, Alberto Blanco, Arantza Casillas, Maite Oronoz, Alicia Pérez
2022	J	`jnl`	Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention. Int. J. Medical Informatics Owen Trigueros, Alberto Blanco, Nuria Lebeña, Arantza Casillas, Alicia Pérez
2022	J	`jnl`	Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers. IEEE J. Biomed. Health Informatics Alberto Blanco, Alicia Pérez, Arantza Casillas
2022	J	`jnl`	Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish. J. Biomed. Informatics Alberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas
2022	J	`jnl`	Preliminary exploration of topic modelling representations for Electronic Health Records coding according to the International Classification of Diseases in Spanish. Expert Syst. Appl. Nuria Lebeña, Alberto Blanco, Alicia Pérez, Arantza Casillas
2021	J	`jnl`	Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable Methods. IEEE J. Biomed. Health Informatics Alberto Blanco, Alicia Pérez, Arantza Casillas, Daniel Cobos
2021	Misc	`conf`	On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than English. RANLP Alberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas
2020	J	`jnl`	Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity. Comput. Methods Programs Biomed. Alberto Blanco, Olatz Perez-de-Viñaspre, Alicia Pérez, Arantza Casillas
2020	J	`jnl`	Extreme Multi-Label ICD Classification: Sensitivity to Hospital Service and Time. IEEE Access Alberto Blanco, Alicia Pérez, Arantza Casillas
2020	—	`conf`	IXA-AAA at CLEF eHealth 2020 CodiEsp. Automatic Classification of Medical Records with Multi-label Classifiers and Similarity Match Coders. CLEF (Working Notes) Alberto Blanco, Alicia Pérez, Arantza Casillas
2019	J	`jnl`	Multi-label clinical document classification: Impact of label-density. Expert Syst. Appl. Alberto Blanco, Arantza Casillas, Alicia Pérez, Arantza Díaz de Ilarraza