Hans Pinckaers

According to our database, Hans Pinckaers authored at least 12 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Gigapixel end-to-end training using streaming and attention.

Stephan Dooper, Hans Pinckaers, Witali Aswolinskiy, Konnie M. Hebeda, Sofia Jarkman, Jeroen van der Laak, Geert Litjens

Medical Image Anal., August, 2023

Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision.

Gregory Holste, Douwe van der Wal, Hans Pinckaers, Rikiya Yamashita, Akinori Mitani, Andre Esteva

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Streaming Convolutional Neural Networks for End-to-End Learning With Multi-Megapixel Images.

Hans Pinckaers, Bram van Ginneken, Geert Litjens

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2021

Detection of Prostate Cancer in Whole-Slide Images Through End-to-End Training With Image-Level Labels.

Hans Pinckaers, Wouter Bulten, Jeroen van der Laak, Geert Litjens

IEEE Trans. Medical Imaging, 2021

End-to-end classification on basal-cell carcinoma histopathology whole-slides images.

Daan J. Geijs, Hans Pinckaers, Avital L. Amir, Geert J. S. Litjens

Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021

2020

Multi-class semantic cell segmentation and classification of aplasia in bone marrow histology images.

Leander van Eekelen, Hans Pinckaers, Konnie M. Hebeda, Geert Litjens

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

2019

Learning to detect lymphocytes in immunohistochemistry with deep learning.

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

Medical Image Anal., 2019

Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands.

Hans Pinckaers, Geert Litjens

CoRR, 2019

Automated Gleason Grading of Prostate Biopsies using Deep Learning.

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

CoRR, 2019

High resolution whole prostate biopsy classification using streaming stochastic gradient descent.

Hans Pinckaers, Wouter Bulten, Geert Litjens

Proceedings of the Medical Imaging 2019: Digital Pathology, 2019

Learning from sparsely annotated data for semantic segmentation in histopathology images.

John-Melle Bokhorst, Hans Pinckaers, Peter van Zwam, Iris Nagtegaal, Jeroen van der Laak, Francesco Ciompi

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

2018

Training convolutional neural networks with megapixel images.

Hans Pinckaers, Geert J. S. Litjens

CoRR, 2018