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Iris Nagtegaal
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2020 – today
- 2024
- [c5]Nohemí Sofia León Contreras
, Clément Grisi, Witali Aswolinskiy, Simona Vatrano, Filippo Fraggetta, Iris Nagtegaal, Marina D'Amato, Francesco Ciompi:
Benchmarking Hierarchical Image Pyramid Transformer for the Classification of Colon Biopsies and Polyps Histopathology Images. ISBI 2024: 1-4 - [i4]Nohemí Sofia León Contreras, Marina D'Amato, Francesco Ciompi, Clément Grisi, Witali Aswolinskiy, Simona Vatrano, Filippo Fraggetta, Iris Nagtegaal:
Benchmarking Hierarchical Image Pyramid Transformer for the classification of colon biopsies and polyps in histopathology images. CoRR abs/2405.15127 (2024) - [i3]Niccolò Marini, Stefano Marchesin, Lluis Borras Ferris, Simon Püttmann, Marek Wodzinski, Riccardo Fratti, Damian Podareanu, Alessandro Caputo, Svetla Boytcheva, Simona Vatrano, Filippo Fraggetta, Iris Nagtegaal, Gianmaria Silvello, Manfredo Atzori, Henning Müller:
Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning. CoRR abs/2406.14351 (2024) - 2021
- [i2]John-Melle Bokhorst, Iris D. Nagtegaal, Filippo Fraggetta, Simona Vatrano, Wilma Mesker, Michael Vieth, Jeroen van der Laak, Francesco Ciompi:
Automated risk classification of colon biopsies based on semantic segmentation of histopathology images. CoRR abs/2109.07892 (2021)
2010 – 2019
- 2019
- [c4]John-Melle Bokhorst, Hans Pinckaers, Peter van Zwam, Iris Nagtegaal, Jeroen van der Laak, Francesco Ciompi:
Learning from sparsely annotated data for semantic segmentation in histopathology images. MIDL 2019: 84-91 - 2018
- [c3]John-Melle Bokhorst, Lucia Rijstenberg, Danny Goudkade, Iris Nagtegaal
, Jeroen van der Laak
, Francesco Ciompi
:
Automatic Detection of Tumor Budding in Colorectal Carcinoma with Deep Learning. COMPAY/OMIA@MICCAI 2018: 130-138 - 2017
- [c2]Francesco Ciompi
, Oscar Geessink, Babak Ehteshami Bejnordi, Gabriel Silva de Souza, Alexi Baidoshvili, Geert Litjens
, Bram van Ginneken
, Iris Nagtegaal
, Jeroen van der Laak
:
The importance of stain normalization in colorectal tissue classification with convolutional networks. ISBI 2017: 160-163 - [i1]Francesco Ciompi, Oscar Geessink, Babak Ehteshami Bejnordi, Gabriel Silva de Souza, Alexi Baidoshvili, Geert Litjens, Bram van Ginneken, Iris Nagtegaal, Jeroen van der Laak:
The importance of stain normalization in colorectal tissue classification with convolutional networks. CoRR abs/1702.05931 (2017) - 2015
- [c1]Tim Op De Beéck, Arjen Hommersom
, Jan Van Haaren, Maarten van der Heijden, Jesse Davis
, Peter J. F. Lucas, Lucy Overbeek, Iris Nagtegaal
:
Mining Hierarchical Pathology Data Using Inductive Logic Programming. AIME 2015: 76-85
Coauthor Index
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