Knowledge Hub
Publications
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Publications
Deep Dive Data and Knowledge
Kaltenböck, M., Revenko, A., Choukri, K., Boytcheva, S., et al (2023). Deep Dive Data and Knowledge. In European Language Equality: A Strategic Agenda for Digital Language Equality (pp. 337-359). Cham: Springer International Publishing.
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Publications
Semantic bSDD: Improving the GraphQL, JSON and RDF Representations of building Smart Data Dictionary
Alexiev, V., Radkov, M. & Keberle, N. (2023). Semantic bSDD: Improving the GraphQL, JSON and RDF Representations of building Smart Data Dictionary. In Proceedings SemanticBSDD-LDAC-2023.
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Publications
Empowering Digital Pathology Applications through Explainable Knowledge Extraction Tools
Stefano Marchesin, Fabio Giachelle, Niccolò Marini, Manfredo Atzori, Svetla Boytcheva, Genziana Buttafuoco, Francesco Ciompi, Giorgio Maria Di Nunzio, Filippo Fraggetta, Ornella Irrera, Henning Müller, Todor Primov, Simona Vatrano, Gianmaria Silvello. Empowering Digital Pathology Applications through Explainable Knowledge Extraction Tools. In Journal of Pathology Informatics, 15 September 2022, https://doi.org/10.1016/j.jpi.2022.100139
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Publications
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations
Niccolò Marini, Stefano Marchesin, Sebastian Otálora, Marek Wodzinski, Alessandro Caputo, Mart van Rijthoven, Witali Aswolinskiy, John-Melle Bokhorst, Damian Podareanu, Edyta Petters, Svetla Boytcheva, Genziana Buttafuoco, Simona Vatrano, Filippo Fraggetta, Jeroen van der Laak, Maristella Agosti, Francesco Ciompi, Gianmaria Silvello, Henning Muller & Manfredo Atzori. Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations. In npj Digital Medicine, 22 July 2022, https://doi.org/10.1038/s41746-022-00635-4
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Publications
Semantic bSDD: Improving the GraphQL, JSON and RDF Representations of buildingSmart Data Dictionary
Vladimir Alexiev, Mihail Radkov, Nataliya Keberle. Semantic bSDD: Improving the GraphQL, JSON and RDF Representations of buildingSmart Data Dictionary. In Linked Data in Architecture and Construction (LDAC 2023), June 2022, Matera, Italy.
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Publications
Modelling Digital Health Data: the ExaMode Ontology for Histopathology
Dennis Dosso, Manfredo Atzori, Svetla Boytcheva, Francesco Ciompi, Giorgio Maria Di Nunzio, Filippo Fraggetta, Fabio Giachelle, Stefano Marchesin, Niccolò Marini, Henning Müller, Todor Primov and Gianmaria Silvello. Modelling Digital Health Data: the ExaMode Ontology for Histopathology. In Semantic Web 0 (2022) 1 1 IOS Press. https://doi.org/10.5281/zenodo.4081387
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Publications
Application of Deep Learning Methods to SNOMED CT Encoding of Clinical Texts: From Data Collection to Extreme Multi-Label Text-Based Classification
Hristov, A., Tahchiev, A., Papazov, H., Tulechki, N., Primov, T., & Boytcheva, S. (2021, September). Application of Deep Learning Methods to SNOMED CT Encoding of Clinical Texts: From Data Collection to Extreme Multi-Label Text-Based Classification. In Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021) (pp. 557-565). https://doi.org/10.26615/978-954-452-072-4_063