Julio Des

According to our database, Julio Des authored at least 19 papers between 1999 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

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, Robert Stevens, Chris Wroe

Proceedings of the 13th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, 2022

2021

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, John A. Keane, Simon Peters

Proceedings of the Artificial Intelligence XXXVIII, 2021

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, 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

J. Biomed. Semant., 2019

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

Proceedings of the Joint Ontology Workshops 2019 Episode V: The Styrian Autumn of Ontology, 2019

2017

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, Robert Stevens

Proceedings of the 10th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences (SWAT4LS 2017), 2017

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

Proceedings of the 9th International Conference Semantic Web Applications and Tools for Life Sciences, 2016

2014

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

Proceedings of the Research and Development in Intelligent Systems XXXI, 2014

2013

Extracting and Visualising Clinical Statements from Electronic Health Records.

Mercedes Argüello Casteleiro, Maria Jesus Fernandez Prieto, Julio Des

Proceedings of the Research and Development in Intelligent Systems XXX, 2013

2011

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

Proceedings of the UKSim 5th European Symposium on Computer Modeling and Simulation, 2011

2009

Executing medical guidelines on the web: Towards next generation healthcare.

Mercedes Argüello Casteleiro, Jose Julio Des Diz, Maria Jesus Fernandez Prieto, Rogelio Perez, Hilary Paniagua

Knowl. Based Syst., 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

Proceedings of the UKSim'11, 2009

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

Proceedings of the Third IEEE International Conference on Research Challenges in Information Science, 2009

2008

Clinical practice guidelines: A case study of combining OWL-S, OWL, and SWRL.

Mercedes Argüello Casteleiro, Jose Julio Des Diz

Knowl. Based Syst., 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

Proceedings of the Third IEEE International Conference on Digital Information Management (ICDIM), 2008

Enabling Reasoning on the Web: Introducing a Test-Bed Simulation Framework.

Mercedes Argüello Casteleiro, Julio Des, Maria Jesus Fernandez Prieto, Rogelio Perez, Hilary Paniagua

Proceedings of the EMS 2008, 2008

2005

Aligning Reference Terminologies and Knowledge Bases in the Health Care Domain.

Maria Taboada, Julio Des, Diego Martínez Hernández, José Mira

Proceedings of the Mechanisms, 2005

2002

A use case for DAML+OIL: a knowledge base in a clinical domain.

Maria Taboada, Mercedes Argüello Casteleiro, Diego Martínez Hernández, Julio Des, José Mira

Proceedings of the RuleML 2002, 2002

2001

Diagnosis Systems in Medicine with Reusable Knowledge Components.

Maria Taboada, Julio Des, José Mira, Roque Marín

IEEE Intell. Syst., 2001

1999

A Medical Ontology for Integrating Case-Based Reasoning, Rule-Based Reasoning, and Patient Databases.

Maria Taboada, Julio Des, Mercedes Argüello Casteleiro, José Mira, Diego Martínez Hernández

Proceedings of the Computer Aided Systems Theory - EUROCAST'99, Vienna, Austria, September 29, 1999