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Rutger H. J. Fick
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2020 – today
- 2024
- [i6]Frauke Wilm, Jonas Ammeling, Mathias Öttl, Rutger H. J. Fick, Marc Aubreville, Katharina Breininger:
Rethinking U-net Skip Connections for Biomedical Image Segmentation. CoRR abs/2402.08276 (2024) - 2023
- [j2]Manh Dan Pham, Guillaume Balezo, Cyprien Tilmant
, Stéphanie Petit, Isabelle Salmon, Saïma Ben Hadj, Rutger H. J. Fick:
Interpretable HER2 scoring by evaluating clinical guidelines through a weakly supervised, constrained deep learning approach. Comput. Medical Imaging Graph. 108: 102261 (2023) - [j1]Marc Aubreville
Mitosis domain generalization in histopathology images - The MIDOG challenge. Medical Image Anal. 84: 102699 (2023) - [c4]Marc Aubreville, Jonathan Ganz
Deep Learning-based Subtyping of Atypical and Normal Mitoses using a Hierarchical Anchor-free Object Detector. Bildverarbeitung für die Medizin 2023: 189-195 - [c3]Guillaume Balezo, Christof A. Bertram, Cyprien Tilmant, Stéphanie Petit, Saima Ben Hadj, Rutger H. J. Fick:
Enabling Collagen Quantification on HE-Stained Slides through Stain Deconvolution and Restained HE-HES. ISBI 2023: 1-5 - 2022
- [i5]Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram, Robert Klopfleisch
Mitosis domain generalization in histopathology images - The MIDOG challenge. CoRR abs/2204.03742 (2022) - [i4]Manh Dan Pham, Cyprien Tilmant, Stéphanie Petit, Isabelle Salmon, Saima Ben Hadj, Rutger H. J. Fick:
Interpretable HER2 scoring by evaluating clinical Guidelines through a weakly supervised, constrained Deep Learning Approach. CoRR abs/2211.09559 (2022) - [i3]Guillaume Balezo, Christof A. Bertram, Cyprien Tilmant, Stéphanie Petit, Saima Ben Hadj, Rutger H. J. Fick:
Enabling Collagen Quantification on HE-stained Slides Through Stain Deconvolution and Restained HE-HES. CoRR abs/2211.09566 (2022) - [i2]Marc Aubreville, Jonathan Ganz, Jonas Ammeling, Taryn A. Donovan, Rutger H. J. Fick, Katharina Breininger, Christof A. Bertram:
Deep learning-based Subtyping of Atypical and Normal Mitoses using a Hierarchical Anchor-Free Object Detector. CoRR abs/2212.05900 (2022) - 2021
- [c2]Rutger H. J. Fick, Brice Tayart, Capucine Bertrand, Solene Chan-Lang, Tina Rey, Francesco Ciompi, Cyprien Tilmant, Isabelle Farré, Saima Ben Hadj:
A Partial Label-Based Machine Learning Approach For Cervical Whole-Slide Image Classification: The Winning TissueNet Solution*. EMBC 2021: 2127-2131 - [c1]Rutger H. J. Fick, Alireza Moshayedi, Gauthier Roy, Jules Dedieu, Stéphanie Petit, Saima Ben Hadj:
Domain-Specific Cycle-GAN Augmentation Improves Domain Generalizability for Mitosis Detection. MIDOG/MOOD/Learn2Reg@MICCAI 2021: 40-47 - [i1]Gauthier Roy, Jules Dedieu, Capucine Bertrand, Alireza Moshayedi, Ali Mammadov, Stéphanie Petit, Saima Ben Hadj, Rutger H. J. Fick:
Robust Mitosis Detection Using a Cascade Mask-RCNN Approach With Domain-Specific Residual Cycle-GAN Data Augmentation. CoRR abs/2109.01878 (2021)
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