Publications by the researcher in collaboration with ARANTZA CASILLAS RUBIO (7)

2024

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

    Computers in Biology and Medicine, Vol. 182

  2. 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. Eating Disorders Detection by means of Deep Learning

    CEUR Workshop Proceedings

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

    CEUR Workshop Proceedings

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. 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