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Empowering digital pathology applications through explainable knowledge extraction tools.
Marchesin S, Giachelle F, Marini N, Atzori M, Boytcheva S, Buttafuoco G, Ciompi F, Di Nunzio GM, Fraggetta F, Irrera O, Müller H, Primov T, Vatrano S, Silvello G. Marchesin S, et al. Among authors: boytcheva s. J Pathol Inform. 2022 Sep 15;13:100139. doi: 10.1016/j.jpi.2022.100139. eCollection 2022. J Pathol Inform. 2022. PMID: 36268087 Free PMC article.
Modelling digital health data: The ExaMode ontology for computational pathology.
Menotti L, Silvello G, Atzori M, Boytcheva S, Ciompi F, Di Nunzio GM, Fraggetta F, Giachelle F, Irrera O, Marchesin S, Marini N, Müller H, Primov T. Menotti L, et al. Among authors: boytcheva s. J Pathol Inform. 2023 Aug 22;14:100332. doi: 10.1016/j.jpi.2023.100332. eCollection 2023. J Pathol Inform. 2023. PMID: 37705689 Free PMC article.
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations.
Marini N, Marchesin S, Otálora S, Wodzinski M, Caputo A, van Rijthoven M, Aswolinskiy W, Bokhorst JM, Podareanu D, Petters E, Boytcheva S, Buttafuoco G, Vatrano S, Fraggetta F, van der Laak J, Agosti M, Ciompi F, Silvello G, Muller H, Atzori M. Marini N, et al. Among authors: boytcheva s. NPJ Digit Med. 2022 Jul 22;5(1):102. doi: 10.1038/s41746-022-00635-4. NPJ Digit Med. 2022. PMID: 35869179 Free PMC article.