Wouter Bulten
Wouter Bulten
PhD Candidate, Deep learning & Computational Pathology, Radboud University Medical Center
Geverifieerd e-mailadres voor radboudumc.nl - Homepage
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Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study
W Bulten, H Pinckaers, H van Boven, R Vink, T de Bel, B van Ginneken, ...
The Lancet Oncology 21 (2), 233-241, 2020
40*2020
Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard
W Bulten, P Bándi, J Hoven, R van de Loo, J Lotz, N Weiss, ...
Scientific reports 9 (1), 1-10, 2019
322019
Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology
D Tellez, G Litjens, P Bándi, W Bulten, JM Bokhorst, F Ciompi, ...
Medical image analysis 58, 101544, 2019
312019
Human SLAM, indoor localisation of devices and users
W Bulten, AC Van Rossum, WFG Haselager
2016 IEEE First International Conference on Internet-of-Things Design and …, 2016
232016
Automated segmentation of epithelial tissue in prostatectomy slides using deep learning
W Bulten, CA Hulsbergen-van de Kaa, J van der Laak, GJS Litjens
Medical Imaging 2018: Digital Pathology 10581, 105810S, 2018
122018
Unsupervised Prostate Cancer Detection on H&E using Convolutional Adversarial Autoencoders
W Bulten, G Litjens
Medical Imaging with Deep Learning 2018 (MIDL), 2018
92018
Dealing with Label Scarcity in Computational Pathology: A Use Case in Prostate Cancer Classification
K Dercksen, W Bulten, G Litjens
Medical Imaging with Deep Learning 2019 (MIDL), 2019
22019
High resolution whole prostate biopsy classification using streaming stochastic gradient descent
H Pinckaers, W Bulten, G Litjens
Medical Imaging 2019: Digital Pathology 10956, 109560A, 2019
12019
Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels
H Pinckaers, W Bulten, J van der Laak, G Litjens
arXiv preprint arXiv:2006.03394, 2020
2020
Artificial Intelligence Assistance Significantly Improves Gleason Grading of Prostate Biopsies by Pathologists
W Bulten, M Balkenhol, JJA Belinga, A Brilhante, A Çakır, X Farré, ...
arXiv preprint arXiv:2002.04500, 2020
2020
Sharing Blood: A decentralised trust and sharing ecosystem based on the Vampire Bat
W Bulten, WFG Haselager, IG Sprinkhuizen-Kuyper
BNAIC 2012 The 24th Benelux Conference on Artificial Intelligence, 35, 2012
2012
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Artikelen 1–11