ARANTZA CASILLAS RUBIO-rekin lankidetzan egindako argitalpenak (32)

2025

  1. Clinical Federated Learning for Private ICD-10 Classification of Electronic Health Records from Several Spanish Hospitals

    Procesamiento del lenguaje natural, Núm. 74, pp. 33-42

2024

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

    CEUR Workshop Proceedings

2023

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

    Artificial Intelligence in Medicine, Vol. 143

  2. 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

2020

  1. Neural negated entity recognition in Spanish electronic health records

    Journal of Biomedical Informatics, Vol. 105

2019

  1. Recent advances in Swedish and Spanish medical entity recognition in clinical texts using deep neural approaches

    BMC Medical Informatics and Decision Making, Vol. 19

  2. Word embeddings for negation detection in health records written in Spanish

    Soft Computing, Vol. 23, Núm. 21, pp. 10969-10975

2018

  1. A hybrid approach for automatic disability annotation

    CEUR Workshop Proceedings

  2. Automatic misogyny identification using neural networks

    CEUR Workshop Proceedings

  3. Can i find information about rare diseases in some other language?

    Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018

  4. Deep Medical Entity Recognition for Swedish and Spanish

    Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018

  5. Ensembles for clinical entity extraction

    Procesamiento del lenguaje natural, Núm. 60, pp. 13-20

  6. IxaMed at CLEF eHealth 2018 task 1: ICD10 coding with a sequence-to-sequence approach

    CEUR Workshop Proceedings

2017

  1. Medical entity recognition and negation extraction: Assessment of NegEx on health records in Spanish

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

  2. Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora

    Journal of Biomedical Informatics, Vol. 71, pp. 16-30

2016

  1. Clinical text mining for efficient extraction of drug-allergy reactions

    Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016

  2. Deteami research-transference project: natural language processing technologies to the aid of pharmacy and pharmacosurveillance

    Procesamiento del lenguaje natural, Núm. 57, pp. 155-158

  3. Document-level adverse drug reaction event extraction on electronic health records in Spanish

    Procesamiento del lenguaje natural, Núm. 56, pp. 49-56

  4. IXAmed-IE: On-line medical entity identification and ADR event extraction in Spanish

    Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016