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Hans Pinckaers
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2020 – today
- 2023
- [j4]Stephan Dooper
, Hans Pinckaers, Witali Aswolinskiy
Gigapixel end-to-end training using streaming and attention. Medical Image Anal. 88: 102881 (2023) - [c5]Gregory Holste, Douwe van der Wal, Hans Pinckaers, Rikiya Yamashita, Akinori Mitani, Andre Esteva:
Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision. ISBI 2023: 1-5 - [i6]Gregory Holste, Douwe van der Wal, Hans Pinckaers, Rikiya Yamashita, Akinori Mitani, Andre Esteva:
Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision. CoRR abs/2304.00379 (2023) - 2022
- [j3]Hans Pinckaers
Streaming Convolutional Neural Networks for End-to-End Learning With Multi-Megapixel Images. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1581-1590 (2022) - 2021
- [j2]Hans Pinckaers
Detection of Prostate Cancer in Whole-Slide Images Through End-to-End Training With Image-Level Labels. IEEE Trans. Medical Imaging 40(7): 1817-1826 (2021) - [c4]Daan J. Geijs, Hans Pinckaers, Avital L. Amir, Geert J. S. Litjens
End-to-end classification on basal-cell carcinoma histopathology whole-slides images. Digital Pathology 2021 - 2020
- [c3]Leander van Eekelen, Hans Pinckaers, Konnie M. Hebeda, Geert Litjens
Multi-class semantic cell segmentation and classification of aplasia in bone marrow histology images. Digital Pathology 2020: 113200B - [d5]James A. Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken
Grand Challenge.org. Version v2020.02. Zenodo, 2020 [all versions] - [d4]James A. Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken
Grand Challenge.org. Version v2020.03. Zenodo, 2020 [all versions] - [d3]James Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken
Grand Challenge.org. Version v2020.12. Zenodo, 2020 [all versions] - [i5]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 abs/2006.03394 (2020)
2010 – 2019
- 2019
- [j1]Zaneta Swiderska-Chadaj
Learning to detect lymphocytes in immunohistochemistry with deep learning. Medical Image Anal. 58 (2019) - [c2]John-Melle Bokhorst, Hans Pinckaers, Peter van Zwam, Iris Nagtegaal, Jeroen van der Laak, Francesco Ciompi:
Learning from sparsely annotated data for semantic segmentation in histopathology images. MIDL 2019: 84-91 - [c1]Hans Pinckaers
High resolution whole prostate biopsy classification using streaming stochastic gradient descent. Digital Pathology 2019: 109560A - [d2]James Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken
Grand Challenge.org. Version v2019.10. Zenodo, 2019 [all versions] - [d1]James Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken
Grand Challenge.org. Version v2019.11. Zenodo, 2019 [all versions] - [i4]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 abs/1907.07980 (2019) - [i3]Hans Pinckaers
Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands. CoRR abs/1910.10470 (2019) - [i2]Hans Pinckaers, Bram van Ginneken, Geert Litjens:
Streaming convolutional neural networks for end-to-end learning with multi-megapixel images. CoRR abs/1911.04432 (2019) - 2018
- [i1]Hans Pinckaers, Geert J. S. Litjens:
Training convolutional neural networks with megapixel images. CoRR abs/1804.05712 (2018)
Coauthor Index
aka: Geert J. S. Litjens
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