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Nava Maroto
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2020 – today
- 2023
- [c6]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: 161-162 - 2022
- [c5]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: 108-117 - 2021
- [c4]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:
Named Entity Recognition and Relation Extraction for COVID-19: Explainable Active Learning with Word2vec Embeddings and Transformer-Based BERT Models. SGAI Conf. 2021: 158-163
2010 – 2019
- 2019
- [j2]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
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): 22:1-22:28 (2019) - [c3]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 - 2018
- [j1]Mercedes Argüello Casteleiro, George Demetriou, Warren J. Read
Deep learning meets ontologies: experiments to anchor the cardiovascular disease ontology in the biomedical literature. J. Biomed. Semant. 9(1): 13:1-13:24 (2018) - 2016
- [c2]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 - 2012
- [c1]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: 3814-3819
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