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Hans Pinckaers
Hans Pinckaers
PhD candidate, Radboud University Medical Center, Computational Pathology Group
Email confirmado em radboudumc.nl - Página inicial
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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
6632020
Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge
W Bulten, K Kartasalo, PHC Chen, P Ström, H Pinckaers, K Nagpal, Y Cai, ...
Nature medicine 28 (1), 154-163, 2022
4272022
Learning to detect lymphocytes in immunohistochemistry with deep learning
Z Swiderska-Chadaj, H Pinckaers, M Van Rijthoven, M Balkenhol, ...
Medical image analysis 58, 101547, 2019
1562019
Streaming convolutional neural networks for end-to-end learning with multi-megapixel images
H Pinckaers, B van Ginneken, G Litjens
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019
1232019
Deep learning assisted mitotic counting for breast cancer
MCA Balkenhol, D Tellez, W Vreuls, PC Clahsen, H Pinckaers, F Ciompi, ...
Laboratory investigation 99 (11), 1596-1606, 2019
1112019
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
IEEE Transactions on Medical Imaging 40 (7), 1817 - 1826, 2021
892021
Artificial intelligence predictive model for hormone therapy use in prostate cancer
DE Spratt, S Tang, Y Sun, HC Huang, E Chen, O Mohamad, AJ Armstrong, ...
NEJM evidence 2 (8), EVIDoa2300023, 2023
692023
Urinating standing versus sitting: position is of influence in men with prostate enlargement. A systematic review and meta-analysis
Y de Jong, JHFM Pinckaers, RM ten Brinck, AABL à Nijeholt, OM Dekkers
PloS one 9 (7), e101320, 2014
582014
Learning from sparsely annotated data for semantic segmentation in histopathology images
JM Bokhorst, H Pinckaers, P van Zwam, I Nagtegaal, J van der Laak, ...
542019
Neural ordinary differential equations for semantic segmentation of individual colon glands
H Pinckaers, G Litjens
arXiv preprint arXiv:1910.10470, 2019
512019
Artificial intelligence for diagnosis and Gleason grading of prostate cancer in biopsies—current status and next steps
K Kartasalo, W Bulten, B Delahunt, PHC Chen, H Pinckaers, H Olsson, ...
European urology focus 7 (4), 687-691, 2021
432021
Mobile e‐diary application facilitates the monitoring of patient‐reported outcomes and a high treatment adherence for clinical trials in dermatology
M Rijsbergen, T Niemeyer‐van der Kolk, R Rijneveld, J Pinckaers, ...
Journal of the European Academy of Dermatology and Venereology 34 (3), 633-639, 2020
422020
Predicting biochemical recurrence of prostate cancer with artificial intelligence
H Pinckaers, J van Ipenburg, J Melamed, A De Marzo, EA Platz, ...
Communications Medicine 2 (1), 64, 2022
262022
The PANDA challenge: Prostate cANcer graDe Assessment using the Gleason grading system
W Bulten, G Litjens, H Pinckaers, P Ström, M Eklund, K Kartasalo, ...
MICCAI challenge, 2020
232020
Using deep learning for quantification of cellularity and cell lineages in bone marrow biopsies and comparison to normal age-related variation
L van Eekelen, H Pinckaers, M van den Brand, KM Hebeda, G Litjens
Pathology 54 (3), 318-327, 2022
192022
Convolutional neural networks for lymphocyte detection in immunohistochemically stained whole-slide images
Z Swiderska-Chadaj, H Pinckaers, M van Rijthoven, M Balkenhol, ...
Medical Imaging with Deep Learning, 2018
182018
Gigapixel end-to-end training using streaming and attention
S Dooper, H Pinckaers, W Aswolinskiy, K Hebeda, S Jarkman, ...
Medical Image Analysis 88, 102881, 2023
162023
Improved multimodal fusion for small datasets with auxiliary supervision
G Holste, D van der Wal, H Pinckaers, R Yamashita, A Mitani, A Esteva
2023 IEEE 20th international symposium on biomedical imaging (ISBI), 1-5, 2023
82023
End-to-end classification on basal-cell carcinoma histopathology whole-slides images
DJ Geijs, H Pinckaers, AL Amir, GJS Litjens
Medical Imaging 2021: Digital Pathology 11603, 25-30, 2021
72021
Influence of voiding posture on urodynamic parameters in men: a literature review
Y De Jong, J Pinckaers, RM Ten Brinck, AAB Lycklama aNijeholt
TvU 4, 36-42, 2014
42014
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