Publikationen, an denen er mitarbeitet ARANTZA CASILLAS RUBIO (10)

2022

  1. Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention

    International Journal of Medical Informatics, Vol. 157

  2. Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers

    IEEE Journal of Biomedical and Health Informatics, Vol. 26, Núm. 3, pp. 1374-1383

  3. Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish

    Journal of Biomedical Informatics, Vol. 130

  4. Preliminary exploration of topic modelling representations for Electronic Health Records coding according to the International Classification of Diseases in Spanish

    Expert Systems with Applications, Vol. 204

2021

  1. Extracting cause of death from verbal autopsy with deep learning interpretable methods

    IEEE Journal of Biomedical and Health Informatics, Vol. 25, Núm. 4, pp. 1315-1325

  2. On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages With Fewer Resources than English

    International Conference Recent Advances in Natural Language Processing, RANLP

2020

  1. Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity

    Computer Methods and Programs in Biomedicine, Vol. 188

  2. Extreme multi-label ICD classification: Sensitivity to hospital service and time

    IEEE Access, Vol. 8, pp. 183534-183545

  3. IXA-AAA at CLEF eHealth 2020 CodiEsp Automatic classification of medical records with Multi-label Classifiers and Similarity Match Coders

    CEUR Workshop Proceedings

2019

  1. Multi-label clinical document classification: Impact of label-density

    Expert Systems with Applications, Vol. 138