Combining weakly and strongly supervised learning improves strong supervision in Gleason pattern classification

por Otálora, Sebastian, Marini, Niccolò, Müller, Henning, Atzori, Manfredo
Publicado 2021

Data-driven color augmentation for H&E stained images in computational pathology

por Marini, Niccolò, Otalora, Sebastian, Wodzinski, Marek, Tomassini, Selene, Dragoni, Aldo Franco, Marchand-Maillet, Stephane, Morales, Juan Pedro Dominguez, Duran-Lopez, Lourdes, Vatrano, Simona, Müller, Henning, Atzori, Manfredo
Publicado 2023

Modelling digital health data: The ExaMode ontology for computational pathology

por Menotti, Laura, Silvello, Gianmaria, Atzori, Manfredo, Boytcheva, Svetla, Ciompi, Francesco, Di Nunzio, Giorgio Maria, Fraggetta, Filippo, Giachelle, Fabio, Irrera, Ornella, Marchesin, Stefano, Marini, Niccolò, Müller, Henning, Primov, Todor
Publicado 2023

Empowering digital pathology applications through explainable knowledge extraction tools

por Marchesin, Stefano, Giachelle, Fabio, Marini, Niccolò, Atzori, Manfredo, Boytcheva, Svetla, Buttafuoco, Genziana, Ciompi, Francesco, Di Nunzio, Giorgio Maria, Fraggetta, Filippo, Irrera, Ornella, Müller, Henning, Primov, Todor, Vatrano, Simona, Silvello, Gianmaria
Publicado 2022

Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations

por Marini, Niccolò, Marchesin, Stefano, Otálora, Sebastian, Wodzinski, Marek, Caputo, Alessandro, van Rijthoven, Mart, Aswolinskiy, Witali, Bokhorst, John-Melle, Podareanu, Damian, Petters, Edyta, Boytcheva, Svetla, Buttafuoco, Genziana, Vatrano, Simona, Fraggetta, Filippo, van der Laak, Jeroen, Agosti, Maristella, Ciompi, Francesco, Silvello, Gianmaria, Muller, Henning, Atzori, Manfredo
Publicado 2022