Publications in collaboration with researchers from Universidad Politécnica de Madrid (4)

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