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• João Figueira Silva, Jorge Miguel Silva, António Guerra, Sérgio Matos, Carlos Costa. Ejection Fraction Classification in Transthoracic Echocardiography Using a Deep Learning Approach. 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS), Karlstad, Sweden, p. 123-128, June 2018
• Carlos Costa, Micael Pedrosa, Jorge Miguel Silva, Sérgio Matos. Research PACS for diabetic retinopathy screening. International Journal of Computer Assisted Radiology and Surgery, Berlin, Germany, vol. 13 (Supp1), p. S32--S33, June 2018
• Rui Antunes, Sérgio Matos. Evaluation of word embedding vector averaging functions for biomedical word sense disambiguation. INForum 2017 - Atas do Nono Simpósio de Informática, Aveiro, p. 25-30, October 2017
• Sérgio Matos. Extracting Chemical-Protein Interactions using Long Short-Term Memory Networks. Proceedings of the VI BioCreative Challenge Evaluation Workshop, Bethesda, MA, USA, p. 151-154, October 2017
• Sérgio Matos, Rui Antunes. Identifying relevant literature for precision medicine using deep neural networks. Proceedings of the BioCreative VI Challenge Evaluation Workshop, Bethesda, MA, USA, p. 99-101, October 2017
• Rui Antunes, Sérgio Matos. Biomedical word sense disambiguation with word embeddings. 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, PACBB 2017, Porto, p. 273-279, June 2017
• Sérgio Matos. Improving Document Prioritization for Protein-Protein Interaction Extraction Using Shallow Linguistics and Word Embeddings. 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, Porto, p. 43-49, June 2017
• André Santos, Sérgio Matos. Neji: DIY web services for biomedical concept recognition. Proceedings of the BioCreative V.5 Challenge Evaluation Workshop, Barcelona, Spain, p. 191-195, April 2017
• André Santos, Sérgio Matos. Neji: Recognition of Chemical and Gene Mentions in Patent Texts. Proceedings of the BioCreative V.5 Challenge Evaluation Workshop, Barcelona, Spain, p. 54-60, April 2017
• Rui Antunes, Sérgio Matos. Machine learning with word embeddings applied to biomedical concept disambiguation. Proceedings of the 22nd Portuguese Conference on Pattern Recognition, RecPad 2016, Aveiro, p. 77-78, October 2016
• André Santos, Sérgio Matos, David Campos, José Luís Oliveira. A Curation Pipeline and Web-Services for PDF Documents. Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine, Potsdam, Germany, August 2016
• Eriksson Monteiro, Pedro Sernadela, Sérgio Matos, Carlos Costa, José Luís Oliveira. Semantic Knowledge Base Construction from Radiology Reports. Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies, Rome, Italy, p. 345-352, February 2016
• Pedro Sernadela, Sérgio Matos, José Luís Oliveira. Ann2RDF: moving annotations to semantic web,. 17th International Conference on Information Integration and Web-based Applications & Services (iiWAS 2015), Brussels, Belgium, December 2015
• Sérgio Matos, David Campos, Renato Pinho, Raquel Silva, Matthew Mort, David N. Cooper, José Luís Oliveira. Assisted Mining and Curation of Genomic Variants using Egas. Proceedings of the Fifth BioCreative Challenge Evaluation Workshop, Sevilla, Spain, p. 396-402, September 2015
• Sérgio Matos, José Sequeira, David Campos, José Luís Oliveira. Identification of chemical and gene mentions in patent texts using feature-rich conditional random fields. Proceedings of the Fifth BioCreative Challenge Evaluation Workshop, Sevilla, Spain, p. 76-81, September 2015
• Sérgio Matos, André Santos, David Campos, José Luís Oliveira. Neji: a BioC compatible framework for biomedical concept recognition. Proceedings of the Fifth BioCreative Challenge Evaluation Workshop, Sevilla, Spain, p. 17-21, September 2015
• Sérgio Matos, José Sequeira, José Luís Oliveira. BioinformaticsUA: Machine Learning and Rule-Based Recognition of Disorders and Clinical Attributes from Patient Notes. Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015), Denver, Colorado (USA), p. 422-426, June 2015
• Carlos Ferreira, Sérgio Matos, Carlos Costa. Long-Term Prefetching for Cloud Medical Imaging Repositories. 26th Medical Informatics Europe Conference (MIE2015), Madrid, Spain, May 2015
• Pedro Sernadela, Pedro Lopes, David Campos, Sérgio Matos, José Luís Oliveira. A Semantic Layer for Unifying and Exploring Biomedical Document Curation Results. Bioinformatics and Biomedical Engineering, Proceeedings of the Third International Conference, IWBBIO, Part I, Granada, Spain, vol. Part I, p. 8-17, April 2015
• Carlos Viana Ferreira, Sérgio Matos, Carlos Costa. Incremental learning versus batch learning for classification of user's behaviour in medical imaging. 8th International Conference on health informatics (HealthInf), January 2015