Hans Pinckaers

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Geert LitjensRadboud University Medical CenterVerified email at radboudumc.nl
Jeroen van der LaakRadboud University Medical CenterVerified email at radboudumc.nl
Wouter BultenChief Operating & Product Officer @ AiosynVerified email at radboudumc.nl
Bram van GinnekenProfessor of Medical Image Analysis, Radboud UniversityVerified email at radboudumc.nl
Francesco CiompiRadboud University Medical Center, NijmegenVerified email at radboudumc.nl
Maschenka Balkenhol MD, PhDPathology Resident & Researcher, Computational Pathology, RadboudumcVerified email at radboudumc.nl
Thomas de BelPhD Candidate, Radboud University Medical Center, Computational Pathology GroupVerified email at radboudumc.nl
Oscar GeessinkPhD candidate, Dept. of Pathology, Radboud University Medical CenterVerified email at radboudumc.nl
Zaneta Swiderska-ChadajWarsaw University of TechnologyVerified email at ee.pw.edu.pl
Mart van RijthovenPhD Candidate, Deep learning & Computational Pathology, Radboud University Medical CenterVerified email at radboudumc.nl
Ype de Jong MD MScPhD student (Clinical epidemiology), Fellow Thrombosis and Haemosthasis; Leiden UniversityVerified email at lumc.nl
Pekka RuusuvuoriUniversity of TurkuVerified email at utu.fi
David TellezPhD student, Department of Pathology, RadboudumcVerified email at radboudumc.nl
Peter StrömKarolinska InstitutetVerified email at ki.se
Po-Hsuan Cameron ChenGoogle Research / Google HealthVerified email at google.com
Kimmo KartasaloPostdoctoral researcher, Karolinska institutetVerified email at ki.se
J-M BokhorstPhD student, Radboud university medical centerVerified email at radboudumc.nl
Iris NagtegaalVerified email at radboudumc.nl
Elizabeth A. PlatzProfessor, Department of Epidemiology, Johns Hopkins Bloomberg School of PublicVerified email at jhu.edu
Angelo M. De Marzo M.D., Ph.D.Professor of Pathology, Urology and Oncology, The Johns Hopkins University School of MedicineVerified email at jhmi.edu

Hans Pinckaers

PhD candidate, Radboud University Medical Center, Computational Pathology Group

Verified email at radboudumc.nl - Homepage

Computational pathology Deep learning Biomedical sciences


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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	552	2020
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	256	2022
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	130	2019
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	88	2019
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	79	2019
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	65	2021
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	53	2014
Learning from sparsely annotated data for semantic segmentation in histopathology images JM Bokhorst, H Pinckaers, P van Zwam, I Nagtegaal, J van der Laak, ...	50	2018
Neural ordinary differential equations for semantic segmentation of individual colon glands H Pinckaers, G Litjens arXiv preprint arXiv:1910.10470, 2019	43	2019
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	33	2020
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	26	2021
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	20	2020
Convolutional neural networks for lymphocyte detection in immunohistochemically stained whole-slide images Z Swiderska-Chadaj, H Pinckaers, M van Rijthoven, M Balkenhol, ... Open Review, 2018	13	2018
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	12	2023
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	12	2022
Training convolutional neural networks with megapixel images H Pinckaers, G Litjens arXiv preprint arXiv:1804.05712, 2018	11	2018
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	10	2022
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	4	2023
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	4	2014
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	3	2021

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