Hans Pinckaers

15 papers Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2023 J jnl
Gigapixel end-to-end training using streaming and attention.
Medical Image Anal.
Stephan Dooper, Hans Pinckaers, Witali Aswolinskiy, Konnie M. Hebeda, Sofia Jarkman, Jeroen van der Laak, Geert Litjens
2023 — conf
Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision.
ISBI
Gregory Holste, Douwe van der Wal, Hans Pinckaers, Rikiya Yamashita, Akinori Mitani, Andre Esteva
2023 J jnl
Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision.
CoRR
Gregory Holste, Douwe van der Wal, Hans Pinckaers, Rikiya Yamashita, Akinori Mitani, Andre Esteva
2022 J jnl
Streaming Convolutional Neural Networks for End-to-End Learning With Multi-Megapixel Images.
IEEE Trans. Pattern Anal. Mach. Intell.
Hans Pinckaers, Bram van Ginneken, Geert Litjens
2021 J jnl
Detection of Prostate Cancer in Whole-Slide Images Through End-to-End Training With Image-Level Labels.
IEEE Trans. Medical Imaging
Hans Pinckaers, Wouter Bulten, Jeroen van der Laak, Geert Litjens
2021 — conf
End-to-end classification on basal-cell carcinoma histopathology whole-slides images.
Digital Pathology
Daan J. Geijs, Hans Pinckaers, Avital L. Amir, Geert J. S. Litjens
2020 J jnl
Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels.
CoRR
Hans Pinckaers, Wouter Bulten, Jeroen van der Laak, Geert Litjens
2020 — conf
Multi-class semantic cell segmentation and classification of aplasia in bone marrow histology images.
Digital Pathology
Leander van Eekelen, Hans Pinckaers, Konnie M. Hebeda, Geert Litjens
2019 J jnl
Automated Gleason Grading of Prostate Biopsies using Deep Learning.
CoRR
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
2019 — conf
High resolution whole prostate biopsy classification using streaming stochastic gradient descent.
Digital Pathology
Hans Pinckaers, Wouter Bulten, Geert Litjens
2019 — conf
Learning from sparsely annotated data for semantic segmentation in histopathology images.
MIDL
John-Melle Bokhorst, Hans Pinckaers, Peter van Zwam, Iris Nagtegaal, Jeroen van der Laak, Francesco Ciompi
2019 J jnl
Learning to detect lymphocytes in immunohistochemistry with deep learning.
Medical Image Anal.
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
2019 J jnl
Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands.
CoRR
Hans Pinckaers, Geert Litjens
2019 J jnl
Streaming convolutional neural networks for end-to-end learning with multi-megapixel images.
CoRR
Hans Pinckaers, Bram van Ginneken, Geert Litjens
2018 J jnl
Training convolutional neural networks with megapixel images.
CoRR
Hans Pinckaers, Geert J. S. Litjens