Publications


M. Arguello Casteleiro, G. Demetriou, W. Read, M.J. Fernandez Prieto, N. Maroto N, D. Maseda Fernandez, G. Nenadic, J. Klein, J. Keane, and R. Stevens (April 2018). Deep learning meets ontologies: experiments to anchor the cardiovascular disease ontology in the biomedical literature.. J Biomed Semantics. 2018 Apr 12;9(1):13. doi: 10.1186/s13326-018-0181-1.

M. Arguello Casteleiro, R. Stevens, D. Maseda-Fernandez, M.J. Fernandez-Prieto, J.J. Des-Diz, C. Wroe, G. Demetriou, D. A. Singleton, E. Arsevska, P.J. Noble, P.H. Jones, J. Dukes-McEwan, A.D. Radford, J. Keane, and G. Nenadic (Feb 2018). Can a Semantic Deep Learning approach gain insights for One Health? A case study on heart failure. HealTAC-2018: Unlocking Evidence Contained in Healthcare Free-text.

M. Arguello Casteleiro, C. Martínez Costa, J. Des-Diz, M.J. Fernandez-Prieto, C. Wroe, D. Maseda-Fernandez, G. Demetriou, G. Nenadic, J. Keane, S. Schulz and R. Stevens (Dec 2017). Experiments to create ontology-based disease models for diabetic retinopathy from different biomedical resources. In Proceedings of Semantic Web Applications and Tools for Health Care and Life Sciences (SWAT4HCLS 2017). CEUR Vol.

M. Arguello Casteleiro, D. Maseda-Fernandez, G. Demetriou, W. Read, M.J. Fernandez-Prieto, J. Des-Diz, G. Nenadic, J. Keane, and R. Stevens (April 2017). A case study on Sepsis using PubMed and Deep Learning for Ontology Learning. In Proceedings of Informatics for Health 2017. In "Studies in Health Technology and Informatics" by IOS Press.

M. Arguello Casteleiro, M.J. Fernandez-Prieto, G. Demetriou, N. Maroto, W. Read, D. Maseda-Fernandez, J. Des-Diz, G. Nenadic, J. Keane, and R. Stevens. (Dec 2016). Ontology Learning with Deep Learning: a case study on Patient Safety using PubMed. In Proceedings of Semantic Web Applications and Tools for the Life Sciences (SWAT4LS 2016). CEUR Vol.

M. Arguello Casteleiro, G. Demetriou, W.J. Read, M.J. Fernandez-Prieto, D. Maseda-Fernandez, G. Nenadic, J. Klein, J.A. Keane, R. Stevens. (Sept 2016). Deep Learning meets Semantic Web: A feasibility study with the Cardiovascular Disease Ontology and PubMed citations. In Proceedings of the 7th Workshop on Ontologies and Data in Life Sciences, organized by the GI Workgroup Ontologies in Biomedicine and Life Sciences (OBML). CEUR Vol. 1692.

AI-2018


Semantic Deep Learning

enhanced word embedding with semantic knowledge

                SGAI workshop at Peter House, Cambridge (UK)

        Tutorial:
                Dr M. Arguello Casteleiro, University of Manchester [slides]
        Guest speakers:
                Dr Chris Wroe, BMJ [slides]
                Dr George Demetriou, University of Manchester
                Dr Philip H. Jones, Animal & Plant Health Agency (APHA)

AI-2016


Deep Learning meets the Semantic Web

                SGAI workshop at Peter House, Cambridge (UK)