Publications by the researcher in collaboration with Arantza Casillas Rubio (49)

2024

  1. Mental Disorder Detection in Spanish: Hands on Skewed Class Distribution to Leverage Training

    CEUR Workshop Proceedings

  2. Quantifying decision support level of explainable automatic classification of diagnoses in Spanish medical records

    Computers in Biology and Medicine, Vol. 182

  3. Temporal Name Entity Recognition and Relation Extraction in Clinical Electronic Health Records with Span-based Entity and Relation Transformer

    ACM International Conference Proceeding Series

2023

  1. Cause of Death estimation from Verbal Autopsies: Is the Open Response redundant or synergistic?

    Artificial Intelligence in Medicine, Vol. 143

  2. Eating Disorders Detection by means of Deep Learning

    CEUR Workshop Proceedings

  3. Representation Exploration and Deep Learning Applied to the Early Detection of Pathological Gambling Risks

    CEUR Workshop Proceedings

  4. State-of-the-Art in Language Technology and Language-centric Artificial Intelligence

    Cognitive Technologies (Springer Science and Business Media Deutschland GmbH), pp. 13-38

2022

  1. Approximate Nearest Neighbour Extraction Techniques and Neural Networks for Suicide Risk Prediction in the CLPsych 2022 Shared Task

    CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings

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

    International Journal of Medical Informatics, Vol. 157

  3. 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

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

    Journal of Biomedical Informatics, Vol. 130

  5. 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. Adverse Drug Reaction extraction: Tolerance to entity recognition errors and sub-domain variants

    Computer Methods and Programs in Biomedicine, Vol. 199

  2. 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

  3. 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

  4. Verbal Autopsy: First Steps Towards Questionnaire Reduction

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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. Haplap at ehealth-kd challenge 2020

    CEUR Workshop Proceedings

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

    CEUR Workshop Proceedings