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Josien P. W. Pluim

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Using uncertainty estimation to reduce false positives in liver lesion detection

Jan 13, 2021
Ishaan Bhat, Hugo J. Kuijf, Veronika Cheplygina, Josien P. W. Pluim

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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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Orientation-Disentangled Unsupervised Representation Learning for Computational Pathology

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

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Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning

Jun 30, 2020
Linde S. Hesse, Pim A. de Jong, Josien P. W. Pluim, Veronika Cheplygina

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Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors

Jun 12, 2020
Suzanne C. Wetstein, Cristina González-Gonzalo, Gerda Bortsova, Bart Liefers, Florian Dubost, Ioannis Katramados, Laurens Hogeweg, Bram van Ginneken, Josien P. W. Pluim, Marleen de Bruijne, Clara I. Sánchez, Mitko Veta

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Quantifying Graft Detachment after Descemet's Membrane Endothelial Keratoplasty with Deep Convolutional Neural Networks

Apr 24, 2020
Friso G. Heslinga, Mark Alberti, Josien P. W. Pluim, Javier Cabrerizo, Mitko Veta

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clDice -- a Topology-Preserving Loss Function for Tubular Structure Segmentation

Mar 29, 2020
Suprosanna Shit, Johannes C. Paetzold, Anjany Sekuboyina, Andrey Zhylka, Ivan Ezhov, Alexander Unger, Josien P. W. Pluim, Giles Tetteh, Bjoern H. Menze

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