HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images M Van Rijthoven, M Balkenhol, K Siliņa, J Van Der Laak, F Ciompi Medical image analysis 68, 101890, 2021 | 149* | 2021 |
Learning to detect lymphocytes in immunohistochemistry with deep learning Z Swiderska-Chadaj, H Pinckaers, M Van Rijthoven, M Balkenhol, ... Medical image analysis 58, 101547, 2019 | 140 | 2019 |
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations N Marini, S Marchesin, S Otálora, M Wodzinski, A Caputo, ... NPJ digital medicine 5 (1), 102, 2022 | 38 | 2022 |
You only look on lymphocytes once M van Rijthoven, Z Swiderska-Chadaj, K Seeliger, J van der Laak, ... | 24 | 2018 |
Multi_scale_tools: a python library to exploit multi-scale whole slide images N Marini, S Otálora, D Podareanu, M van Rijthoven, J van der Laak, ... Frontiers in Computer Science 3, 684521, 2021 | 21 | 2021 |
Convolutional neural networks for lymphocyte detection in immunohistochemically stained whole-slide images Z Swiderska-Chadaj, H Pinckaers, M van Rijthoven, M Balkenhol, ... Medical Imaging with Deep Learning, 2018 | 13 | 2018 |
Multi-resolution deep learning characterizes tertiary lymphoid structures and their prognostic relevance in solid tumors M van Rijthoven, S Obahor, F Pagliarulo, M van den Broek, P Schraml, ... Communications Medicine 4 (1), 5, 2024 | 7 | 2024 |
Few-shot weakly supervised detection and retrieval in histopathology whole-slide images M van Rijthoven, M Balkenhol, M Atzori, P Bult, J van der Laak, F Ciompi Medical Imaging 2021: Digital Pathology 11603, 137-143, 2021 | 5 | 2021 |
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations. NPJ Digit. Med. 5 (1), 1–18 (2022) N Marini, S Marchesin, S Otlora, M Wodzinski, A Caputo, M Van Rijthoven, ... | 5 | |
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations. npj Digit Med 2022; 5 (1): 1-18 N Marini, S Marchesin, S Otálora, M Wodzinski, A Caputo, ... | 5 | |
nnUNet meets pathology: bridging the gap for application to whole-slide images and computational biomarkers J Spronck, T Gelton, L van Eekelen, J Bogaerts, L Tessier, ... Medical Imaging with Deep Learning, 2023 | 4 | 2023 |
On the robustness of regressing tumor percentage as an explainable detector in histopathology whole-slide images M D'Amato, M Balkenhol, M van Rijthoven, J van der Laak, F Ciompi Medical Imaging with Deep Learning, short paper track, 0 | | |