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Johannes Lotz
Johannes Lotz
Verified email at mevis.fraunhofer.de - Homepage
Title
Cited by
Cited by
Year
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
3632014
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
1722019
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
1462020
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
522015
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
442020
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
382017
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
332021
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
322021
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
272019
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
242014
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
142024
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
142023
Deep feature based cross-slide registration
R Awan, SEA Raza, J Lotz, N Weiss, N Rajpoot
Computerized Medical Imaging and Graphics 104, 102162, 2023
122023
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
102024
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
72022
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
52021
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
52015
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
42023
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
42022
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
22013
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