Maria Jesus Fernandez Prieto

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 9

Top Topics

Electronic Health Records

Diabetic Retinopathy

Top Venues

J. Biomed. Semant.

Publications

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
Text-based phenotyping with Semantic Deep Learning: setting up experiments for women's health. SWAT4HCLS (2023)
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, Robert Stevens, Chris Wroe
MetaMap versus BERT Models with Explainable Active Learning: Ontology-Based Experiments with Prior Knowledge for COVID-19. SWAT4HCLS (2022)
Mercedes Argüello Casteleiro, Nava Maroto, Chris Wroe, C. Sevillano Torrado, C. Henson, Jose Julio Des Diz, Maria Jesus Fernandez Prieto, Thomas Furmston, Diego Maseda-Fernandez, M. Kulshrestha, Robert Stevens, John A. Keane, Simon Peters
Named Entity Recognition and Relation Extraction for COVID-19: Explainable Active Learning with Word2vec Embeddings and Transformer-Based BERT Models. SGAI Conf. (2021)
Mercedes Argüello Casteleiro, Catalina Martínez-Costa, Julio Des-Diz, Nava Maroto, Maria Jesus Fernandez Prieto, Robert Stevens
From SNOMED CT Expressions to an FHIR RDF Representation: Exploring the Benefits of an Ontology-Based Approach. JOWO (2019)
Mercedes Argüello Casteleiro, Robert Stevens, 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, Alan D. Radford, John A. Keane, Goran Nenadic
Exploring semantic deep learning for building reliable and reusable one health knowledge from PubMed systematic reviews and veterinary clinical notes. J. Biomed. Semant. 10 (1) (2019)
Mercedes Argüello Casteleiro, George Demetriou, Warren J. Read, Maria Jesus Fernandez Prieto, Nava Maroto, Diego Maseda-Fernandez, Goran Nenadic, Julie Klein, John A. Keane, Robert Stevens
Deep learning meets ontologies: experiments to anchor the cardiovascular disease ontology in the biomedical literature. J. Biomed. Semant. 9 (1) (2018)
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, Robert Stevens
Experiments to Create Ontology-based Disease Models for Diabetic Retinopathy from Different Biomedical Resources. SWAT4LS (2017)
Mercedes Argüello Casteleiro, George Demetriou, Warren J. Read, Maria Jesus Fernandez Prieto, Diego Maseda-Fernandez, Goran Nenadic, Julie Klein, John A. Keane, Robert Stevens
Deep Learning meets Semantic Web: A feasibility study with the Cardiovascular Disease Ontology and PubMed citations. ODLS (2016)
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
Ontology Learning with Deep Learning: a Case Study on Patient Safety Using PubMed. SWAT4LS (2016)
Mercedes Argüello Casteleiro, Maria Jesus Fernandez Prieto
Ontology-Based Information Extraction and Reservoir Computing for Topic Detection from Blogosphere's Content: A Case Study About BBC Backstage. SGAI Conf. (2014)
Mercedes Argüello Casteleiro, Stavros Lekkas, Julio Des, Maria Jesus Fernandez Prieto, Ludmil Mikhailov
Combining Semantic Web Technologies with Evolving Fuzzy Classifier eClass for EHR-Based Phenotyping: A Feasibility Study. SGAI Conf. (2014)
Mercedes Argüello Casteleiro, Maria Jesus Fernandez Prieto, Julio Des
Extracting and Visualising Clinical Statements from Electronic Health Records. SGAI Conf. (2013)
Mercedes Argüello Casteleiro, Julio Des, Maria Jesus Fernandez Prieto, Rogelio Perez, Stavros Lekkas
An Ontology-Based Approach to Natural Language Generation from Coded Data in Electronic Health Records. EMS (2011)
Mercedes Argüello Casteleiro, Maria Jesus Fernandez Prieto
Incorporating Semantics into Data Driven Workflows for Content Based Analysis. SGAI Conf. (2010)
Mercedes Argüello Casteleiro, Jose Julio Des Diz, Maria Jesus Fernandez Prieto, Rogelio Perez, Hilary Paniagua
Executing medical guidelines on the web: Towards next generation healthcare. Knowl. Based Syst. 22 (7) (2009)
Mercedes Argüello Casteleiro, Julio Des, Rogelio Perez, Maria Jesus Fernandez Prieto, Hilary Paniagua
Electronic Health Records (EHRs) Standards and the Semantic Edge: A Case Study of Visualising Clinical Information from EHRs. UKSim (2009)
Ricardo Gacitúa, Peter Sawyer, Mercedes Argüello Casteleiro, Julio Des, Rogelio Perez, Maria Jesus Fernandez Prieto, Hilary Paniagua
A Collaborative Workflow for Building Ontologies: A Case Study in the Biomedical Field. RCIS (2009)
Mercedes Argüello Casteleiro, Julio Des, Maria Jesus Fernandez Prieto, Rogelio Perez, Hilary Paniagua
Enabling Reasoning on the Web: Introducing a Test-Bed Simulation Framework. EMS (2008)
Mercedes Argüello Casteleiro, Jose Julio Des Diz, A. Thompson, Hilary Paniagua, Maria Jesus Fernandez Prieto, Rogelio Perez
Enabling smooth integration between HL7 CDA and medical guidelines on the web with an initial focus on women's health in general practice. ICDIM (2008)
Mercedes Argüello Casteleiro, Julio Des, Maria Jesus Fernandez Prieto, Rogelio Perez, Hilary Paniagua
Executing Medical Guidelines on the Web: Towards Next Generation Healthcare. SGAI Conf. (Applications) (2008)
Mercedes Argüello Casteleiro, Mukhtar Abusa, Maria Jesus Fernandez Prieto, Veronica Brookes, Fonbeyin Henry Abanda
A Web Services-Based Annotation Application for Semantic Annotation of Highly Specialised Documents About the Field of Marketing. OTM Conferences (1) (2007)