Publicacións en colaboración con investigadores/as de University of Salford (16)

2022

  1. MetaMap versus BERT models with explainable active learning: Ontology-based experiments with prior knowledge for COVID-19

    CEUR Workshop Proceedings

2021

  1. Named Entity Recognition and Relation Extraction for COVID-19: Explainable Active Learning with Word2vec Embeddings and Transformer-Based BERT Models

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

2019

  1. Exploring semantic deep learning for building reliable and reusable one health knowledge from PubMed systematic reviews and veterinary clinical notes

    Journal of Biomedical Semantics, Vol. 10

  2. From SNOMED CT expressions to an FHIR RDF representation: Exploring the benefits of an ontology-based approach

    CEUR Workshop Proceedings

2017

  1. A Case Study on Sepsis Using PubMed and Deep Learning for Ontology Learning

    Studies in Health Technology and Informatics, Vol. 235, pp. 516-520

  2. Experiments to create ontology-based disease models for diabetic retinopathy from different biomedical resources

    CEUR Workshop Proceedings

2016

  1. Ontology learning with deep learning: A case study on patient safety using PubMed

    CEUR Workshop Proceedings

2011

  1. An ontology-based approach to natural language generation from coded data in electronic health records

    Proceedings - UKSim 5th European Modelling Symposium on Computer Modelling and Simulation, EMS 2011

2010

  1. Semantic enhancement of electronic health records for decision support and interactive information visualisation

    Semantic Web: Standards, Tools and Ontologies (Nova Science Publishers, Inc.), pp. 1-40

2009

  1. A collaborative workflow for building ontologies: A case study in the biomedical field

    Proceedings of the 2009 3rd International Conference on Research Challenges in Information Science, RCIS 2009

  2. Electronic Health Records (EHRs) standards and the semantic edge: A case study of visualising clinical information from ehrs

    11th International Conference on Computer Modelling and Simulation, UKSim 2009

  3. Enabling reasoning on the web: Performing simulations of clinical situations

    International Journal of Simulation: Systems, Science and Technology, Vol. 10, Núm. 2, pp. 47-66

  4. Executing medical guidelines on the web: Towards next generation healthcare

    Applications and Innovations in Intelligent Systems XVI - Proceedings of AI 2008, the 28th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence

  5. Executing medical guidelines on the web: Towards next generation healthcare

    Knowledge-Based Systems, Vol. 22, Núm. 7, pp. 545-551

2008

  1. Enabling reasoning on the web: Introducing a test-bed simulation framework

    Proceedings - EMS 2008, European Modelling Symposium, 2nd UKSim European Symposium on Computer Modelling and Simulation

  2. Enabling smooth integration between HL7 CDA and medical guidelines on the web with an initial focus on women's health in general practice

    3rd International Conference on Digital Information Management, ICDIM 2008