Maria Jesus Fernandez Prieto

24 papers B 1Journal 3Unranked 20
YearRankTypeTitle / Venue / Authors
2025 — conf
How AI is Changing Medicine: a Simple Matter of Time?
AI (2)
Mercedes Argüello Casteleiro, Chloe Henson, Manoj Kulshrestha, Muhammad Waleed Iqbal, Nava Maroto, Maria Jesus Fernandez Prieto, Jose Julio Des Diz, Timothy Furmston, John A. Keane, Robert Stevens, Chris Wroe
2025 — conf
Judgment Day: Symbolic AI versus Neuro-Symbolic AI in a Usability Study with UK Junior Doctors.
SWAT4HCLS
Mercedes Argüello Casteleiro, Chloe Henson, Manoj Kulshrestha, Diego Maseda-Fernandez, Julio Des Diz, Carlos Sevillano Torrado, Nava Maroto, Maria Jesus Fernandez Prieto, Timothy Furmston, Chris Wroe, John A. Keane, Robert Stevens
2025 — conf
Neuro-Symbolic AI: Combining Neural and Symbolic AI for UK Syndromic Surveillance.
AI (2)
Mercedes Argüello Casteleiro, Nava Maroto, Maria Jesus Fernandez Prieto, Yuan Wei, Peter-John Noble, Alan David Radford, Goran Nenadic
2023 — conf
Text-based phenotyping with Semantic Deep Learning: setting up experiments for women's health.
SWAT4HCLS
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
2022 — conf
MetaMap versus BERT Models with Explainable Active Learning: Ontology-Based Experiments with Prior Knowledge for COVID-19.
SWAT4HCLS
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
2021 — conf
Named Entity Recognition and Relation Extraction for COVID-19: Explainable Active Learning with Word2vec Embeddings and Transformer-Based BERT Models.
SGAI Conf.
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, John A. Keane, Simon Peters
2019 J jnl
Exploring semantic deep learning for building reliable and reusable one health knowledge from PubMed systematic reviews and veterinary clinical notes.
J. Biomed. Semant.
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
2019 — conf
From SNOMED CT Expressions to an FHIR RDF Representation: Exploring the Benefits of an Ontology-Based Approach.
JOWO
Mercedes Argüello Casteleiro, Catalina Martínez-Costa, Julio Des-Diz, Nava Maroto, Maria Jesus Fernandez Prieto, Robert Stevens
2018 J jnl
Deep learning meets ontologies: experiments to anchor the cardiovascular disease ontology in the biomedical literature.
J. Biomed. Semant.
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
2017 — conf
Experiments to Create Ontology-based Disease Models for Diabetic Retinopathy from Different Biomedical Resources.
SWAT4LS
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
2016 — conf
Deep Learning meets Semantic Web: A feasibility study with the Cardiovascular Disease Ontology and PubMed citations.
ODLS
Mercedes Argüello Casteleiro, George Demetriou, Warren J. Read, Maria Jesus Fernandez Prieto, Diego Maseda-Fernandez, Goran Nenadic, Julie Klein, John A. Keane, Robert Stevens
2016 — conf
Ontology Learning with Deep Learning: a Case Study on Patient Safety Using PubMed.
SWAT4LS
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
2014 — conf
Combining Semantic Web Technologies with Evolving Fuzzy Classifier eClass for EHR-Based Phenotyping: A Feasibility Study.
SGAI Conf.
Mercedes Argüello Casteleiro, Stavros Lekkas, Julio Des, Maria Jesus Fernandez Prieto, Ludmil Mikhailov
2014 — conf
Ontology-Based Information Extraction and Reservoir Computing for Topic Detection from Blogosphere's Content: A Case Study About BBC Backstage.
SGAI Conf.
Mercedes Argüello Casteleiro, Maria Jesus Fernandez Prieto
2013 — conf
Extracting and Visualising Clinical Statements from Electronic Health Records.
SGAI Conf.
Mercedes Argüello Casteleiro, Maria Jesus Fernandez Prieto, Julio Des
2011 — conf
An Ontology-Based Approach to Natural Language Generation from Coded Data in Electronic Health Records.
EMS
Mercedes Argüello Casteleiro, Julio Des, Maria Jesus Fernandez Prieto, Rogelio Perez, Stavros Lekkas
2010 — conf
Incorporating Semantics into Data Driven Workflows for Content Based Analysis.
SGAI Conf.
Mercedes Argüello Casteleiro, Maria Jesus Fernandez Prieto
2009 B conf
A Collaborative Workflow for Building Ontologies: A Case Study in the Biomedical Field.
RCIS
Ricardo Gacitúa, Peter Sawyer, Mercedes Argüello Casteleiro, Julio Des, Rogelio Perez, Maria Jesus Fernandez Prieto, Hilary Paniagua
2009 — conf
Electronic Health Records (EHRs) Standards and the Semantic Edge: A Case Study of Visualising Clinical Information from EHRs.
UKSim
Mercedes Argüello Casteleiro, Julio Des, Rogelio Perez, Maria Jesus Fernandez Prieto, Hilary Paniagua
2009 J jnl
Executing medical guidelines on the web: Towards next generation healthcare.
Knowl. Based Syst.
Mercedes Argüello Casteleiro, Jose Julio Des Diz, Maria Jesus Fernandez Prieto, Rogelio Perez, Hilary Paniagua
2008 — conf
Enabling Reasoning on the Web: Introducing a Test-Bed Simulation Framework.
EMS
Mercedes Argüello Casteleiro, Julio Des, Maria Jesus Fernandez Prieto, Rogelio Perez, Hilary Paniagua
2008 — conf
Enabling smooth integration between HL7 CDA and medical guidelines on the web with an initial focus on women's health in general practice.
ICDIM
Mercedes Argüello Casteleiro, Jose Julio Des Diz, A. Thompson, Hilary Paniagua, Maria Jesus Fernandez Prieto, Rogelio Perez
2008 — conf
Executing Medical Guidelines on the Web: Towards Next Generation Healthcare.
SGAI Conf. (Applications)
Mercedes Argüello Casteleiro, Julio Des, Maria Jesus Fernandez Prieto, Rogelio Perez, Hilary Paniagua
2007 — conf
A Web Services-Based Annotation Application for Semantic Annotation of Highly Specialised Documents About the Field of Marketing.
OTM Conferences (1)
Mercedes Argüello Casteleiro, Mukhtar Abusa, Maria Jesus Fernandez Prieto, Veronica Brookes, Fonbeyin Henry Abanda