Wouter Bulten

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 12

Top Topics

Stochastic Gradient Descent

Prostate Cancer

Top Venues

Medical Imaging: Digital Pathology

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Hans Pinckaers, Wouter Bulten, Jeroen van der Laak, Geert Litjens
Detection of Prostate Cancer in Whole-Slide Images Through End-to-End Training With Image-Level Labels. IEEE Trans. Medical Imaging 40 (7) (2021)
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
Artificial Intelligence Assistance Significantly Improves Gleason Grading of Prostate Biopsies by Pathologists. CoRR (2020)
Hans Pinckaers, Wouter Bulten, Jeroen van der Laak, Geert Litjens
Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels. CoRR (2020)
David Tellez, Geert Litjens, Péter Bándi, Wouter Bulten, John-Melle Bokhorst, Francesco Ciompi, Jeroen van der Laak
Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology. Medical Image Anal. 58 (2019)
Koen Dercksen, Wouter Bulten, Geert Litjens
Dealing with Label Scarcity in Computational Pathology: A Use Case in Prostate Cancer Classification. CoRR (2019)
Hans Pinckaers, Wouter Bulten, Geert Litjens
High resolution whole prostate biopsy classification using streaming stochastic gradient descent. Medical Imaging: Digital Pathology (2019)
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
Automated Gleason Grading of Prostate Biopsies using Deep Learning. CoRR (2019)
David Tellez, Geert Litjens, Péter Bándi, Wouter Bulten, John-Melle Bokhorst, Francesco Ciompi, Jeroen van der Laak
Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology. CoRR (2019)
Wouter Bulten, Geert Litjens
Unsupervised Prostate Cancer Detection on H&E using Convolutional Adversarial Autoencoders. CoRR (2018)
Wouter Bulten, Christina A. Hulsbergen van de Kaa, Jeroen van der Laak, Geert J. S. Litjens
Automated segmentation of epithelial tissue in prostatectomy slides using deep learning. Medical Imaging: Digital Pathology (2018)
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
Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard. CoRR (2018)
Wouter Bulten, Anne C. van Rossum, Willem F. G. Haselager
Human SLAM, Indoor Localisation of Devices and Users. IoTDI (2016)