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Mitosis domain generalization in histopathology images -- The MIDOG challenge


Apr 06, 2022
Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram, Robert Klopleisch, Natalie ter Hoeve, Francesco Ciompi, Frauke Wilm, Christian Marzahl, Taryn A. Donovan, Andreas Maier, Jack Breen, Nishant Ravikumar, Youjin Chung, Jinah Park, Ramin Nateghi, Fattaneh Pourakpour, Rutger H. J. Fick, Saima Ben Hadj, Mostafa Jahanifar, Nasir Rajpoot, Jakob Dexl, Thomas Wittenberg, Satoshi Kondo, Maxime W. Lafarge, Viktor H. Koelzer, Jingtang Liang, Yubo Wang, Xi Long, Jingxin Liu, Salar Razavi, April Khademi, Sen Yang, Xiyue Wang, Mitko Veta, Katharina Breininger

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* 19 pages, 9 figures, summary paper of the 2021 MICCAI MIDOG challenge 

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Optimized Automated Cardiac MR Scar Quantification with GAN-Based Data Augmentation


Sep 27, 2021
Didier R. P. R. M. Lustermans, Sina Amirrajab, Mitko Veta, Marcel Breeuwer, Cian M. Scannell

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* Submitted for peer review 

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Quantifying the Scanner-Induced Domain Gap in Mitosis Detection


Mar 30, 2021
Marc Aubreville, Christof Bertram, Mitko Veta, Robert Klopfleisch, Nikolas Stathonikos, Katharina Breininger, Natalie ter Hoeve, Francesco Ciompi, Andreas Maier

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* 3 pages, 1 figure, 1 table, submitted as short paper to MIDL 

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Corneal Pachymetry by AS-OCT after Descemet's Membrane Endothelial Keratoplasty


Feb 15, 2021
Friso G. Heslinga, Ruben T. Lucassen, Myrthe A. van den Berg, Luuk van der Hoek, Josien P. W. Pluim, Javier Cabrerizo, Mark Alberti, Mitko Veta

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Physics-informed neural networks for myocardial perfusion MRI quantification


Dec 07, 2020
Rudolf L. M. van Herten, Amedeo Chiribiri, Marcel Breeuwer, Mitko Veta, Cian M. Scannell

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* Submitted to Medical Image Analysis 

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Deep Learning-Based Grading of Ductal Carcinoma In Situ in Breast Histopathology Images


Oct 07, 2020
Suzanne C. Wetstein, Nikolas Stathonikos, Josien P. W. Pluim, Yujing J. Heng, Natalie D. ter Hoeve, Celien P. H. Vreuls, Paul J. van Diest, Mitko Veta

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Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image Segmentation


Aug 26, 2020
Cian M. Scannell, Amedeo Chiribiri, Mitko Veta

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* Accepted at the STACOM workshop at MICCAI 2020 

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Orientation-Disentangled Unsupervised Representation Learning for Computational Pathology


Aug 26, 2020
Maxime W. Lafarge, Josien P. W. Pluim, Mitko Veta

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Are pathologist-defined labels reproducible? Comparison of the TUPAC16 mitotic figure dataset with an alternative set of labels


Jul 10, 2020
Christof A. Bertram, Mitko Veta, Christian Marzahl, Nikolas Stathonikos, Andreas Maier, Robert Klopfleisch, Marc Aubreville

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* 10 pages, submitted to [email protected] 2020 

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