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Nuria Lebeña, Alberto Blanco, Alicia Pérez, Arantza Casillas
Preliminary exploration of topic modelling representations for Electronic Health Records coding according to the International Classification of Diseases in Spanish (2022)
Expert Systems with Applications
Alberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas
Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish (2022)
Journal of Biomedical Informatics
Itxaso Alayo, Ander Merketegi, Maite Oronoz, Arantza Casillas, Alicia Pérez, Olatz Garin, Isabel Moreira, Montse Ferrer, Jordi Alonso, Yolanda Pardo
A baseline model for the automation of the systematic review of Patient-Reported Outcomes measures: the case of the BiblioPRO virtual library (2022)
Jornada científica CIBERESP 2022 (https://jornadacientifica.ciberesp.es/). Centro de Investigación Biomédica en Red, Epidemiología y Salud Pública.
Alberto Blanco, Alicia Pérez, Arantza Casillas
Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers (2022)
IEEE Journal of Biomedical and Health Informatics
Xabier Soto, Olatz Pérez-de-Viñaspre, Maite Oronoz, Gorka Labaka
Development of a Machine Translation system for promoting the use of a low resource language in the clinical domain: the case of Basque. (2022)
Chapter 7 In Natural Language Processing In Healthcare A Special Focus on Low Resource Languages. Accepted to be published on August 2022. Routledge, Taylor & Francis Group .
Arantxa Otegi, Iñaki San Vicente, Xabier Saralegi, Anselmo Peñas, Borja Lozano, Eneko Agirre
Information retrieval and question answering: A case study on COVID-19 scientific literature (2022)
Knowledge-Based Systems, Volume 240.
Owen Trigueros, Alberto Blanco, Nuria Lebeña, Arantza Casillas, Alicia Pérez
Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention (2022)
International Journal of Medical Informatics
