Hans Pinckaers

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 15

Top Topics

Semantic Segmentation

Top Venues

Medical Imaging: Digital Pathology

Medical Image Anal.

Publications

Stephan Dooper, Hans Pinckaers, Witali Aswolinskiy, Konnie M. Hebeda, Sofia Jarkman, Jeroen van der Laak, Geert Litjens
Gigapixel end-to-end training using streaming and attention. Medical Image Anal. 88 (2023)
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)
Gregory Holste, Douwe van der Wal, Hans Pinckaers, Rikiya Yamashita, Akinori Mitani, Andre Esteva
Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision. CoRR (2023)
Hans Pinckaers, Bram van Ginneken, Geert Litjens
Streaming Convolutional Neural Networks for End-to-End Learning With Multi-Megapixel Images. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
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. IEEE Trans. Medical Imaging 40 (7) (2021)
Daan J. Geijs, Hans Pinckaers, Avital L. Amir, Geert J. S. Litjens
End-to-end classification on basal-cell carcinoma histopathology whole-slides images. Medical Imaging: Digital Pathology (2021)
Leander van Eekelen, Hans Pinckaers, Konnie M. Hebeda, Geert Litjens
Multi-class semantic cell segmentation and classification of aplasia in bone marrow histology images. Medical Imaging: Digital Pathology (2020)
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 (2020)
Hans Pinckaers, Geert Litjens
Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands. CoRR (2019)
Hans Pinckaers, Wouter Bulten, Geert Litjens
High resolution whole prostate biopsy classification using streaming stochastic gradient descent. Medical Imaging: Digital Pathology (2019)
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 (2019)
Zaneta Swiderska-Chadaj, Hans Pinckaers, Mart van Rijthoven, Maschenka Balkenhol, Margarita Melnikova, Oscar Geessink, Quirine Manson, Mark Sherman, António Polónia, Jeremy Parry, Mustapha Abubakar, Geert Litjens, Jeroen van der Laak, Francesco Ciompi
Learning to detect lymphocytes in immunohistochemistry with deep learning. Medical Image Anal. 58 (2019)
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)
Hans Pinckaers, Bram van Ginneken, Geert Litjens
Streaming convolutional neural networks for end-to-end learning with multi-megapixel images. CoRR (2019)
Hans Pinckaers, Geert J. S. Litjens
Training convolutional neural networks with megapixel images. CoRR (2018)