Publicacións en colaboración con investigadores/as de Instituto de Salud Carlos III (12)

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. UNED-NLP at eRisk 2022: Analyzing gambling disorders in Social Media using Approximate Nearest Neighbors

    CEUR Workshop Proceedings

2021

  1. A keyphrase-based approach for interpretable ICD-10 code classification of Spanish medical reports

    Artificial Intelligence in Medicine, Vol. 121

  2. LSI_UNED at CLEF eHealth2021: Exploring the effects of transfer learning in negation detection and entity recognition in clinical texts

    CEUR Workshop Proceedings

  3. NLP-UNED at eRisk 2021: Self-harm early risk detection with TF-IDF and linguistic features

    CEUR Workshop Proceedings

2020

  1. Understanding and Improving Disability Identification in Medical Documents

    IEEE Access, Vol. 8, pp. 155399-155408

2019

  1. De-identification through named entity recognition for medical document anonymization

    CEUR Workshop Proceedings

  2. Extending a deep learning approach for negation cues detection in Spanish

    CEUR Workshop Proceedings

  3. NLP uned at eHealth-KD challenge 2019 deep learning for named entity recognition and attentive relation extraction

    CEUR Workshop Proceedings

2018

  1. Deep neural models for extracting entities and relationships in the new RDD corpus relating disabilities and rare diseases

    Computer Methods and Programs in Biomedicine, Vol. 164, pp. 121-129

  2. Overview of the DIANN Task: Disability annotation task

    CEUR Workshop Proceedings

  3. UNED at DIANN 2018: Unsupervised system for automatic disabilities labeling in medical scientific documents

    CEUR Workshop Proceedings