Witali Aswolinskiy

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 11

Top Topics

Ct Colonography

Top Venues

Medical Image Anal.

Publications

Nohemi Sofia Leon Contreras, Marina D'Amato, Francesco Ciompi, Clement 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 (2024)
Daan J. Geijs, Stephan Dooper, Witali Aswolinskiy, Lisa M. Hillen, Avital L. Amir, Geert Litjens
Detection and subtyping of basal cell carcinoma in whole-slide histopathology using weakly-supervised learning. Medical Image Anal. 93 (2024)
Stephan Dooper, Hans Pinckaers, Witali Aswolinskiy, Konnie M. Hebeda, Sofia Jarkman, Jeroen van der Laak, Geert Litjens
Gigapixel end-to-end training using streaming and attention. Medical Image Anal. 88 (2023)
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 Müller, Manfredo Atzori
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations. npj Digit. Medicine 5 (2022)
Witali Aswolinskiy, David Tellez, Gabriel Raya, Lieke van der Woude, Monika Looijen-Salamon, Jeroen van der Laak, Katrien Grunberg, Francesco Ciompi
Neural image compression for non-small cell lung cancer subtype classification in H&E stained whole-slide images. Medical Imaging: Digital Pathology (2021)
Witali Aswolinskiy, René Felix Reinhart, Jochen J. Steil
Time Series Classification in Reservoir- and Model-Space. Neural Process. Lett. 48 (2) (2018)
Alexandra Moringen, Witali Aswolinskiy, Gereon H. Büscher, Guillaume Walck, Robert Haschke, Helge J. Ritter
Modeling Target-Distractor Discrimination for Haptic Search in a 3D Environment. BioRob (2018)
Witali Aswolinskiy, René Felix Reinhart, Jochen Jakob Steil
Modelling of parametrized processes via regression in the model space of neural networks. Neurocomputing 268 (2017)
Witali Aswolinskiy, René Felix Reinhart, Jochen J. Steil
Modelling of parameterized processes via regression in the model space. ESANN (2016)
Witali Aswolinskiy, René Felix Reinhart, Jochen J. Steil
Time Series Classification in Reservoir- and Model-Space: A Comparison. ANNPR (2016)
Witali Aswolinskiy, Gordon Pipa
RM-SORN: A Reward-Modulated Self-Organizing Recurrent Neural Network. Frontiers Comput. Neurosci. 9 (2015)
Witali Aswolinskiy, Yingfan Lei, Mike Heidrich
Berücksichtigung zeitlicher Anforderungen bei der Generierung von Testfällen für den Integrationstest. Softwaretechnik-Trends 28 (1) (2008)