Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard W Bulten, P Bándi, J Hoven, R Loo, J Lotz, N Weiss, J Laak, B Ginneken, ... Scientific reports 9 (1), 864, 2019 | 170 | 2019 |
ANHIR: automatic non-rigid histological image registration challenge J Borovec, J Kybic, I Arganda-Carreras, DV Sorokin, G Bueno, ... IEEE transactions on medical imaging 39 (10), 3042-3052, 2020 | 141 | 2020 |
Multiple sclerosis lesion segmentation using dictionary learning and sparse coding N Weiss, D Rueckert, A Rao Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013 | 101 | 2013 |
Deep learning nuclei detection: A simple approach can deliver state-of-the-art results H Höfener, A Homeyer, N Weiss, J Molin, CF Lundström, HK Hahn Computerized Medical Imaging and Graphics 70, 43-52, 2018 | 100 | 2018 |
Virtual staining for mitosis detection in breast histopathology C Mercan, G Mooij, D Tellez, J Lotz, N Weiss, M van Gerven, F Ciompi 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1770-1774, 2020 | 43 | 2020 |
Artificial intelligence in pathology: From prototype to product A Homeyer, J Lotz, LO Schwen, N Weiss, D Romberg, H Höfener, N Zerbe, ... Journal of pathology informatics 12 (1), 13, 2021 | 33 | 2021 |
Optimized tumour infiltrating lymphocyte assessment for triple negative breast cancer prognostics MCA Balkenhol, F Ciompi, Ż Świderska-Chadaj, R van de Loo, M Intezar, ... The Breast 56, 78-87, 2021 | 30 | 2021 |
Automated segmentation and quantification of the healthy and diseased aorta in CT angiographies using a dedicated deep learning approach MM Sieren, C Widmann, N Weiss, JH Moltz, F Link, F Wegner, ... European radiology 32 (1), 690-701, 2022 | 29 | 2022 |
Data-driven discovery of immune contexture biomarkers LO Schwen, E Andersson, K Korski, N Weiss, S Haase, F Gaire, HK Hahn, ... Frontiers in oncology 8, 627, 2018 | 27 | 2018 |
Robust, fast and accurate: a 3-step method for automatic histological image registration J Lotz, N Weiss, S Heldmann arXiv preprint arXiv:1903.12063, 2019 | 26 | 2019 |
Towards interactive breast tumor classification using transfer learning N Weiss, H Kost, A Homeyer Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018 | 16 | 2018 |
Automated quantification of steatosis: agreement with stereological point counting A Homeyer, P Nasr, C Engel, S Kechagias, P Lundberg, M Ekstedt, H Kost, ... Diagnostic pathology 12, 1-10, 2017 | 15 | 2017 |
The ACROBAT 2022 challenge: automatic registration of breast cancer tissue P Weitz, M Valkonen, L Solorzano, C Carr, K Kartasalo, C Boissin, ... Medical image analysis 97, 103257, 2024 | 13 | 2024 |
Comparison of consecutive and restained sections for image registration in histopathology J Lotz, N Weiss, J van der Laak, S Heldmann Journal of Medical Imaging 10 (6), 067501-067501, 2023 | 12 | 2023 |
Deep feature based cross-slide registration R Awan, SEA Raza, J Lotz, N Weiss, N Rajpoot Computerized Medical Imaging and Graphics 104, 102162, 2023 | 12 | 2023 |
Stain-independent deep learning–based analysis of digital kidney histopathology N Bouteldja, DL Hölscher, BM Klinkhammer, RD Buelow, J Lotz, N Weiss, ... The American Journal of Pathology 193 (1), 73-83, 2023 | 11 | 2023 |
The vendor-agnostic EMPAIA platform for integrating AI applications into digital pathology infrastructures C Jansen, B Lindequist, K Strohmenger, D Romberg, T Küster, N Weiss, ... Future Generation Computer Systems 140, 209-224, 2023 | 9 | 2023 |
EMPAIA app interface: an open and vendor-neutral interface for AI applications in pathology D Romberg, K Strohmenger, C Jansen, T Küster, N Weiss, C Geißler, ... Computer Methods and Programs in Biomedicine 215, 106596, 2022 | 8 | 2022 |
Parietal epithelial cells maintain the epithelial cell continuum forming Bowman's space in focal segmental glomerulosclerosis L Miesen, P Bándi, B Willemsen, F Mooren, T Strieder, E Boldrini, ... Disease Models & Mechanisms 15 (3), dmm046342, 2022 | 6 | 2022 |
High-resolution image registration of consecutive and re-stained sections in histopathology J Lotz, N Weiss, J van der Laak, S Heldmann arXiv preprint arXiv:2106.13150, 2021 | 5 | 2021 |