Nava Maroto

11 papers B 1Journal 2Unranked 8
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
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
2012 B conf
Semantic Relations Established by Specialized Processes Expressed by Nouns and Verbs: Identification in a Corpus by means of Syntactico-semantic Annotation.
LREC
Nava Maroto, Marie-Claude L'Homme, Amparo Alcina