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 | 338 | 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), 1-10, 2019 | 154 | 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 | 116 | 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 | 50 | 2015 |
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 | 37 | 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 | 31 | 2021 |
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 | 31 | 2020 |
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 | 23 | 2021 |
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 | 23 | 2014 |
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 | 22 | 2019 |
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, 2022 | 9 | 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 |
Deep Feature based Cross-slide Registration R Awan, SEA Raza, J Lotz, NM Rajpoot arXiv preprint arXiv:2202.09971, 2022 | 5 | 2022 |
High-resolution Image Registration of Consecutive and Re-stained Sections in Histopathology J Lotz, N Weiss, J van der Laak 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, 245-250, 2015 | 5 | 2015 |
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 | 3 | 2022 |
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 | 2 | 2023 |
Tumor microvasculature in lung cancer and diffusion-weighted MRI: Preliminary results Y Yin, O Sedlaczek, J Lotz, J Olesch, K Breuhahn, D Drasdo, ... 2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room …, 2016 | 1 | 2016 |
Optimised tumour infiltrating lymphocyte assessment for triple negative breast cancer prognostics M Balkenhol, F Ciompi, Z Swiderska-Chadaj, R de Loo, M Intezar, ... VIRCHOWS ARCHIV 477, S36-S37, 2020 | | 2020 |
Combined local and global image registration and its application to large-scale images in digital pathology J Lotz | | 2020 |