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 | 594 | 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 | 308 | 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 | 135 | 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 | 98 | 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 | 85 | 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 | 75 | 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 | 55 | 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, ... | 53 | 2019 |
Neural ordinary differential equations for semantic segmentation of individual colon glands H Pinckaers, G Litjens arXiv preprint arXiv:1910.10470, 2019 | 45 | 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 | 35 | 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 | 32 | 2021 |
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 | 26 | 2023 |
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 | 22 | 2020 |
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 | 16 | 2022 |
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 | 15 | 2022 |
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 | 13 | 2018 |
Training convolutional neural networks with megapixel images H Pinckaers, G Litjens arXiv preprint arXiv:1804.05712, 2018 | 11 | 2018 |
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 | 7 | 2023 |
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 | 5 | 2021 |
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 | 4 | 2023 |