Cancer cell invasion and EMT marker expression: a three‐dimensional study of the human cancer–host interface P Bronsert, K Enderle‐Ammour, M Bader, S Timme, M Kuehs, A Csanadi, ... The Journal of pathology 234 (3), 410-422, 2014 | 363 | 2014 |
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 | 172 | 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 | 146 | 2020 |
Patch-based nonlinear image registration for gigapixel whole slide images J Lotz, J Olesch, B Müller, T Polzin, P Galuschka, JM Lotz, S Heldmann, ... IEEE Transactions on Biomedical Engineering 63 (9), 1812-1819, 2015 | 52 | 2015 |
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 | 44 | 2020 |
Integration of 3D multimodal imaging data of a head and neck cancer and advanced feature recognition JM Lotz, F Hoffmann, J Lotz, S Heldmann, D Trede, J Oetjen, M Becker, ... Biochimica et Biophysica Acta (BBA)-Proteins and Proteomics 1865 (7), 946-956, 2017 | 38 | 2017 |
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 | 32 | 2021 |
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 | 27 | 2019 |
Zooming in: high resolution 3D reconstruction of differently stained histological whole slide images J Lotz, J Berger, B Müller, K Breuhahn, N Grabe, S Heldmann, A Homeyer, ... Medical Imaging 2014: Digital Pathology 9041, 16-22, 2014 | 24 | 2014 |
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 | 14 | 2024 |
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 | 14 | 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 |
Overcoming data scarcity in biomedical imaging with a foundational multi-task model R Schäfer, T Nicke, H Höfener, A Lange, D Merhof, F Feuerhake, V Schulz, ... Nature Computational Science 4 (7), 495-509, 2024 | 10 | 2024 |
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 | 7 | 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 |
Multimodal image registration in digital pathology using cell nuclei densities N Weiss, J Lotz, J Modersitzki Bildverarbeitung für die Medizin 2015: Algorithmen-Systeme-Anwendungen …, 2015 | 5 | 2015 |
Unsupervised many-to-many stain translation for histological image augmentation to improve classification accuracy M Berijanian, NS Schaadt, B Huang, J Lotz, F Feuerhake, D Merhof Journal of Pathology Informatics 14, 100195, 2023 | 4 | 2023 |
Deep Learning based Prediction of MSI in Colorectal Cancer via Prediction of the Status of MMR Markers R Awan, M Nimir, SEA Raza, J Lotz, D Snead, A Robison, NM Rajpoot arXiv preprint arXiv:2203.00449, 2022 | 4 | 2022 |
3D reconstruction of lung adenocarcinomas—one module for the development of mathematical multiscale models of lung cancer B Mueller, J Olesch, J Lotz, S Barendt, O Sedlaczek, B Lahrmann, ... Der Pathologe 34 (Suppl 1), 6-163, 2013 | 2 | 2013 |