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Johannes Lotz
Johannes Lotz
Verified email at mevis.fraunhofer.de - Homepage
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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
3362014
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
1532019
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
1152020
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
492015
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
372017
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
312021
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
312020
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
232014
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
222021
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
222019
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
92022
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
62022
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
52021
Multimodal image registration in digital pathology using cell nuclei densities
N Weiss, J Lotz, J Modersitzki
Bildverarbeitung für die Medizin 2015, 245-250, 2015
52015
Deep Feature based Cross-slide Registration
R Awan, SEA Raza, J Lotz, NM Rajpoot
arXiv preprint arXiv:2202.09971, 2022
42022
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
32022
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
22023
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
12016
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
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Articles 1–20