Stefano marchesin - HES SO Valais Publications - Aigaion 2.0

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First name(s):	Stefano
Last name(s):	marchesin

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 Valtrano and Gianmaria Silvello, Empowering Digital Pathology Applications through Explainable Knowledge Extraction Tools (2022), in: Journal of Digital Pathology

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Niccolò Marini, Stefano marchesin, Lluis Borràs Ferrís, Simon Püttmann, Marek Wodzinski, Riccardo Fratti, Damian Podareanu, Alessandro Caputo, Svetla Boytcheva, Simona Vatrano and others, Automatic labels are as effective as manual labels in digital pathology images classification with deep learning (2025), in: Journal of Pathology Informatics(100462)

Niccolò Marini, Stefano marchesin, Lluis Borràs Ferrís, Simon Püttmann, Marek Wodzinski, Riccardo Fratti, Damian Podareanu, Alessandro Caputo, Svetla Boytcheva, Simona Vatrano, Filippo Fraggetta, Iris Nagtegaal, Gianmaria Silvello, Manfredo Atzori and Henning Müller, Automatic labels are as effective as manual labels in digital pathology images classification with deep learning (2025), in: Journal of Pathology Informatics, 18(100462)

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Laura Menotti, Gianmaria Silvello, Manfredo Atzori, Svetla Boytcheva, Francesco Ciompi, Giorgio Maria Di Nunzio, Filippo Fraggetta, Fabio Giachelle, Ornella Irrera, Stefano marchesin and others, Modelling digital health data: The ExaMode ontology for computational pathology (2023), in: Journal of Pathology Informatics(100332)

Niccolò Marini, Stefano marchesin, Marek Wodzinski, Alessandro Caputo, Damian Podareanu, Bryan Cardenas Guevara, Svetla Boytcheva, Simona Vatrano, Filippo Fraggetta, Francesco Ciompi, Gianmaria Silvello, Henning Müller and Manfredo Atzori, Multimodal Representations of Biomedical Knowledge from Limited Training Whole Slide Images and Reports using Deep Learning (2024), in: Medical Image Analysis

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Niccolò Marini, Stefano marchesin, Sebastian Otalora, Marek Wodzinski, Alessandro Caputo, mert van Rijthoven, Witali Aswolinskiy, John Melle Bokhorst, Damian Podareanu, Edyta Petters, Svetla Boytcheva, Genziana Buttafuoco, Simona Valtrano, Filippo Fraggetta, Uulke A. van der Heide, Maristella Agosti, Francesco Ciompi, Gianmaria Silvello, Henning Müller and Manfredo Atzori, Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations (2022), in: Nature Partner Journal on Digital Medicine

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Laura Menotti, Gianmaria Silvello, Manfredo Atzori, Svetla Boytcheva, Francesco Ciompi, Giorgio Maria Di Nunzio, Filippo Fraggetta, Fabio Giachelle, Ornella Irrera, Stefano marchesin, Niccolò Marini, Henning Müller and Todor Primov, Modelling digital health data: The ExaMode ontology for computational pathology (2023), in: PMC

[DOI]

Niccolò Marini, Sebastian Otalora, Francesco Ciompi, Gianmaria Silvello, Stefano marchesin, Simona Valtrano, Gianziana buttafuoco, Manfredo Atzori and Henning Müller, Multi-Scale Multiple Instance Learning for the Classification of Digital Pathology Images with Global Annotations, in: COMPAY workshop at MICCAI, 2021

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