Wouter Bulten

According to our database, Wouter Bulten authored at least 10 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Detection of Prostate Cancer in Whole-Slide Images Through End-to-End Training With Image-Level Labels.

Hans Pinckaers, Wouter Bulten, Jeroen van der Laak, Geert Litjens

IEEE Trans. Medical Imaging, 2021

2020

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

Wouter Bulten, Maschenka Balkenhol, Jean-Joël Awoumou Belinga, Américo Brilhante, Asli Çakir, 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 A. Hulsbergen van de Kaa, Geert Litjens

CoRR, 2020

2019

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

David Tellez, Geert Litjens, Péter Bándi, Wouter Bulten, John-Melle Bokhorst, Francesco Ciompi, Jeroen van der Laak

Medical Image Anal., 2019

Automated Gleason Grading of Prostate Biopsies using Deep Learning.

Wouter Bulten, Hans Pinckaers, Hester van Boven, Robert Vink, Thomas de Bel, Bram van Ginneken, Jeroen van der Laak, Christina A. Hulsbergen van de Kaa, Geert Litjens

CoRR, 2019

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

Koen Dercksen, Wouter Bulten, Geert Litjens

CoRR, 2019

High resolution whole prostate biopsy classification using streaming stochastic gradient descent.

Hans Pinckaers, Wouter Bulten, Geert Litjens

Proceedings of the Medical Imaging 2019: Digital Pathology, 2019

2018

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

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

CoRR, 2018

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

Wouter Bulten, Geert Litjens

CoRR, 2018

Automated segmentation of epithelial tissue in prostatectomy slides using deep learning.

Wouter Bulten, Christina A. Hulsbergen van de Kaa, Jeroen van der Laak, Geert J. S. Litjens

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

2016

Human SLAM, Indoor Localisation of Devices and Users.

Wouter Bulten, Anne C. van Rossum, Willem F. G. Haselager

Proceedings of the First IEEE International Conference on Internet-of-Things Design and Implementation, 2016