Nava Maroto

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 7

Top Topics

Biomedical Literature

Semantic Features

Named Entity Recognizer

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, 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)
Nava Maroto, Marie-Claude L'Homme, Amparo Alcina
Semantic Relations Established by Specialized Processes Expressed by Nouns and Verbs: Identification in a Corpus by means of Syntactico-semantic Annotation. LREC (2012)