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Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels


Jun 05, 2020
Hans Pinckaers, Wouter Bulten, Jeroen van der Laak, Geert Litjens

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Artificial Intelligence Assistance Significantly Improves Gleason Grading of Prostate Biopsies by Pathologists


Feb 11, 2020
Wouter Bulten, Maschenka Balkenhol, Jean-Joël Awoumou Belinga, Américo Brilhante, Aslı Çakır, Xavier Farré, Katerina Geronatsiou, Vincent Molinié, Guilherme Pereira, Paromita Roy, Günter Saile, Paulo Salles, Ewout Schaafsma, Joëlle Tschui, Anne-Marie Vos, Hester van Boven, Robert Vink, Jeroen van der Laak, Christina Hulsbergen-van de Kaa, Geert Litjens

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* 21 pages, 5 figures 

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Automated Gleason Grading of Prostate Biopsies using Deep Learning


Jul 18, 2019
Wouter Bulten, Hans Pinckaers, Hester van Boven, Robert Vink, Thomas de Bel, Bram van Ginneken, Jeroen van der Laak, Christina Hulsbergen-van de Kaa, Geert Litjens

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* 13 pages, 6 figures 

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Dealing with Label Scarcity in Computational Pathology: A Use Case in Prostate Cancer Classification


May 16, 2019
Koen Dercksen, Wouter Bulten, Geert Litjens

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* 4 pages, 3 figures, MIDL 2019 extended abstract 

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Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology


Feb 18, 2019
David Tellez, Geert Litjens, Peter Bandi, Wouter Bulten, John-Melle Bokhorst, Francesco Ciompi, Jeroen van der Laak

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Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard


Aug 17, 2018
Wouter Bulten, Péter Bándi, Jeffrey Hoven, Rob van de Loo, Johannes Lotz, Nick Weiss, Jeroen van der Laak, Bram van Ginneken, Christina Hulsbergen-van de Kaa, Geert Litjens

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Unsupervised Prostate Cancer Detection on H&E using Convolutional Adversarial Autoencoders


Apr 19, 2018
Wouter Bulten, Geert Litjens

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