Publications by the researcher in collaboration with Robert David Stevens (7)

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