A Web Services-Based Annotation Application for Semantic Annotation of Highly Specialised Documents About the Field of Marketing. - Mercedes Argüello Casteleiro; Mukhtar Abusa; Maria Jesus Fernandez Prieto; Veronica Brookes; Fonbeyin Henry Abanda (OTM Conferences (1), 2007)

Enabling Reasoning on the Web: Introducing a Test-Bed Simulation Framework. - Mercedes Argüello Casteleiro; Julio Des; Maria Jesus Fernandez Prieto; Rogelio Perez; Hilary Paniagua (EMS, 2008)

Enabling smooth integration between HL7 CDA and medical guidelines on the web with an initial focus on women's health in general practice. - Mercedes Argüello Casteleiro; Jose Julio Des Diz; A. Thompson; Hilary Paniagua; Maria Jesus Fernandez Prieto; Rogelio Perez (ICDIM, 2008)

Executing Medical Guidelines on the Web: Towards Next Generation Healthcare. - Mercedes Argüello Casteleiro; Julio Des; Maria Jesus Fernandez Prieto; Rogelio Perez; Hilary Paniagua (SGAI Conf. (Applications), 2008)

A Collaborative Workflow for Building Ontologies: A Case Study in the Biomedical Field. - Ricardo Gacitúa; Peter Sawyer; Mercedes Argüello Casteleiro; Julio Des; Rogelio Perez; Maria Jesus Fernandez Prieto; Hilary Paniagua (RCIS, 2009)

Electronic Health Records (EHRs) Standards and the Semantic Edge: A Case Study of Visualising Clinical Information from EHRs. - Mercedes Argüello Casteleiro; Julio Des; Rogelio Perez; Maria Jesus Fernandez Prieto; Hilary Paniagua (UKSim, 2009)

Incorporating Semantics into Data Driven Workflows for Content Based Analysis. - Mercedes Argüello Casteleiro; Maria Jesus Fernandez Prieto (SGAI Conf., 2010)

An Ontology-Based Approach to Natural Language Generation from Coded Data in Electronic Health Records. - Mercedes Argüello Casteleiro; Julio Des; Maria Jesus Fernandez Prieto; Rogelio Perez; Stavros Lekkas (EMS, 2011)

Extracting and Visualising Clinical Statements from Electronic Health Records. - Mercedes Argüello Casteleiro; Maria Jesus Fernandez Prieto; Julio Des (SGAI Conf., 2013)

Combining Semantic Web Technologies with Evolving Fuzzy Classifier eClass for EHR-Based Phenotyping: A Feasibility Study. - Mercedes Argüello Casteleiro; Stavros Lekkas; Julio Des; Maria Jesus Fernandez Prieto; Ludmil Mikhailov (SGAI Conf., 2014)

Ontology-Based Information Extraction and Reservoir Computing for Topic Detection from Blogosphere's Content: A Case Study About BBC Backstage. - Mercedes Argüello Casteleiro; Maria Jesus Fernandez Prieto (SGAI Conf., 2014)

Deep Learning meets Semantic Web: A feasibility study with the Cardiovascular Disease Ontology and PubMed citations. - Mercedes Argüello Casteleiro; George Demetriou; Warren J. Read; Maria Jesus Fernandez Prieto; Diego Maseda-Fernandez; Goran Nenadic; Julie Klein 002; John A. Keane; Robert Stevens 001 (ODLS, 2016)

Ontology Learning with Deep Learning: a Case Study on Patient Safety Using PubMed. - Mercedes Argüello Casteleiro; Maria Jesus Fernandez Prieto; George Demetriou; Nava Maroto; Warren J. Read; Diego Maseda-Fernandez; Jose Julio Des Diz; Goran Nenadic; John A. Keane; Robert Stevens 001 (SWAT4LS, 2016)

Experiments to Create Ontology-based Disease Models for Diabetic Retinopathy from Different Biomedical Resources. - Mercedes Argüello Casteleiro; Catalina Martínez-Costa; Jose Julio Des Diz; Maria Jesus Fernandez Prieto; Chris Wroe; Diego Maseda-Fernandez; George Demetriou; Goran Nenadic; John A. Keane; Stefan Schulz 001; Robert Stevens 001 (SWAT4LS, 2017)

Deep learning meets ontologies: experiments to anchor the cardiovascular disease ontology in the biomedical literature. - Mercedes Argüello Casteleiro; George Demetriou; Warren J. Read; Maria Jesus Fernandez Prieto; Nava Maroto; Diego Maseda-Fernandez; Goran Nenadic; Julie Klein 002; John A. Keane; Robert Stevens 001 (J. Biomed. Semant., 2018)

From SNOMED CT Expressions to an FHIR RDF Representation: Exploring the Benefits of an Ontology-Based Approach. - Mercedes Argüello Casteleiro; Catalina Martínez-Costa; Julio Des-Diz; Nava Maroto; Maria Jesus Fernandez Prieto; Robert Stevens 001 (JOWO, 2019)

Exploring semantic deep learning for building reliable and reusable one health knowledge from PubMed systematic reviews and veterinary clinical notes. - Mercedes Argüello Casteleiro; Robert Stevens 001; Jose Julio Des Diz; Chris Wroe; Maria Jesus Fernandez Prieto; Nava Maroto; Diego Maseda-Fernandez; George Demetriou; Simon Peters; Peter-J. Noble; Phil H. Jones; Jo Dukes-McEwan; et al. (J. Biomed. Semant., 2019)

Named Entity Recognition and Relation Extraction for COVID-19: Explainable Active Learning with Word2vec Embeddings and Transformer-Based BERT Models. - Mercedes Argüello Casteleiro; Nava Maroto; Chris Wroe; Carlos Sevillano Torrado; Chloe Henson; Jose Julio Des Diz; Maria Jesus Fernandez Prieto; Thomas Furmston; Diego Maseda-Fernandez; Manoj Kulshrestha; Robert Stevens 001; John A. Keane; et al. (SGAI Conf., 2021)

MetaMap versus BERT Models with Explainable Active Learning: Ontology-Based Experiments with Prior Knowledge for COVID-19. - Mercedes Argüello Casteleiro; Chloe Henson; Nava Maroto; Saihong Li; Julio Des-Diz; Maria Jesus Fernandez Prieto; Simon Peters; Timothy Furmston; Carlos Sevillano Torrado; Diego Maseda-Fernandez; Manoj Kulshrestha; John A. Keane; et al. (SWAT4HCLS, 2022)

Text-based phenotyping with Semantic Deep Learning: setting up experiments for women's health. - Mercedes Argüello Casteleiro; Niamh Joyce; Nava Maroto; Maria Jesus Fernandez Prieto; Timothy Furmston; Diego Maseda-Fernandez; Phillip Lord; Chris Wroe; John A. Keane; Ying Cheong; Robert Stevens 001 (SWAT4HCLS, 2023)