Training convolutional neural networks with megapixel images. - Hans Pinckaers; Geert J. S. Litjens (CoRR, 2018)

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 (MIDL, 2019)

High resolution whole prostate biopsy classification using streaming stochastic gradient descent. - Hans Pinckaers; Wouter Bulten; Geert Litjens 001 (Digital Pathology, 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 001 (CoRR, 2019)

Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands. - Hans Pinckaers; Geert Litjens 001 (CoRR, 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 003; António Polónia; Jeremy Parry; Mustapha Abubakar; Geert Litjens 001; et al. (Medical Image Anal., 2019)

Grand Challenge.org. - 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; et al. (Zenodo, 2019)

Grand Challenge.org. - 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; et al. (Zenodo, 2019)

Multi-class semantic cell segmentation and classification of aplasia in bone marrow histology images. - Leander van Eekelen; Hans Pinckaers; Konnie M. Hebeda; Geert Litjens 001 (Digital Pathology, 2020)

Grand Challenge.org. - 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; et al. (Zenodo, 2020)

Grand Challenge.org. - 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; et al. (Zenodo, 2020)

Grand Challenge.org. - 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; et al. (Zenodo, 2020)

End-to-end classification on basal-cell carcinoma histopathology whole-slides images. - Daan J. Geijs; Hans Pinckaers; Avital L. Amir; Geert J. S. Litjens (Digital Pathology, 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 001 (IEEE Trans. Medical Imaging, 2021)

Streaming Convolutional Neural Networks for End-to-End Learning With Multi-Megapixel Images. - Hans Pinckaers; Bram van Ginneken; Geert Litjens 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision. - Gregory Holste; Douwe van der Wal; Hans Pinckaers; Rikiya Yamashita; Akinori Mitani; Andre Esteva (ISBI, 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 001 (Medical Image Anal., 2023)