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ORCIDJohannes Lotz 0002
Person information
- affiliation: Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany
- affiliation: University of Lübeck, Institute of Mathematics and Image Computing
Other persons with the same name
- Johannes Lotz 0001
![[0000-0002-0643-7073]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-0643-7073")
— NAG, Ltd, UK (and 1 more)
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2020 – today
- 2024
[j5]Philippe Weitz, Masi Valkonen, Leslie Solorzano, Circe Carr, Kimmo Kartasalo, Constance Boissin, Sonja Koivukoski, Aino Kuusela, Dusan Rasic, Yanbo Feng, Sandra Kristiane Sinius Pouplier, Abhinav Sharma, Kajsa Ledesma Eriksson, Stephanie Robertson, Christian Marzahl, Chandler D. Gatenbee, Alexander R. A. Anderson, Marek Wodzinski, Artur Jurgas, Niccolò Marini, Manfredo Atzori, Henning Müller, Daniel Budelmann, Nick Weiss, Stefan Heldmann, Johannes Lotz, Jelmer M. Wolterink, Bruno De Santi, Abhijeet Patil, Amit Sethi, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Mahtab Farrokh, Neeraj Kumar, Russell Greiner, Leena Latonen, Anne-Vibeke Laenkholm, Johan Hartman, Pekka Ruusuvuori, Mattias Rantalainen:
The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue. Medical Image Anal. 97: 103257 (2024)- [j4]Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, Johannes Lotz, Fabian Kiessling:
Overcoming data scarcity in biomedical imaging with a foundational multi-task model. Nat. Comput. Sci. 4(7): 495-509 (2024) - [c6]Boqiang Huang, Jiayu Ying, Ruizhi Lyu, Nadine S. Schaadt, Barbara Mara Klinkhammer, Peter Boor, Johannes Lotz, Friedrich Feuerhake, Dorit Merhof:
Utnetpara: A Hybrid CNN-Transformer Architecture with Multi-Scale Fusion for Whole-Slide Image Segmentation. ISBI 2024: 1-5 - [i9]Till Nicke, Raphael Schäfer, Henning Höfener, Friedrich Feuerhake, Dorit Merhof, Fabian Kiessling, Johannes Lotz:
Tissue Concepts: supervised foundation models in computational pathology. CoRR abs/2409.03519 (2024) - 2023
- [j3]Ruqayya Awan, Shan E Ahmed Raza, Johannes Lotz, Nick Weiss, Nasir M. Rajpoot:
Deep feature based cross-slide registration. Comput. Medical Imaging Graph. 104: 102162 (2023) - [i8]Philippe Weitz, Masi Valkonen, Leslie Solorzano, Circe Carr, Kimmo Kartasalo, Constance Boissin, Sonja Koivukoski, Aino Kuusela, Dusan Rasic, Yanbo Feng, Sandra Kristiane Sinius Pouplier, Abhinav Sharma, Kajsa Ledesma Eriksson, Stephanie Robertson, Christian Marzahl, Chandler D. Gatenbee, Alexander R. A. Anderson, Marek Wodzinski, Artur Jurgas, Niccolò Marini, Manfredo Atzori, Henning Müller, Daniel Budelmann, Nick Weiss, Stefan Heldmann, Johannes Lotz, Jelmer M. Wolterink, Bruno De Santi, Abhijeet Patil, Amit Sethi, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Mahtab Farrokh, Neeraj Kumar, Russell Greiner, Leena Latonen, Anne-Vibeke Laenkholm, Johan Hartman, Pekka Ruusuvuori, Mattias Rantalainen:
The ACROBAT 2022 Challenge: Automatic Registration Of Breast Cancer Tissue. CoRR abs/2305.18033 (2023) - [i7]Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, Johannes Lotz, Fabian Kiessling:
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model. CoRR abs/2311.09847 (2023) - 2022
- [i6]Ruqayya Awan, Shan-E-Ahmed Raza, Johannes Lotz, Nick Weiss, Nasir M. Rajpoot:
Deep Feature based Cross-slide Registration. CoRR abs/2202.09971 (2022) - [i5]Ruqayya Awan, Mohammed Nimir, Shan E Ahmed Raza, Johannes Lotz, David R. J. Snead, Andrew Robison, Nasir M. Rajpoot:
Deep Learning based Prediction of MSI in Colorectal Cancer via Prediction of the Status of MMR Markers. CoRR abs/2203.00449 (2022) - 2021
- [d1]Jeroen van der Laak, Johannes Lotz, Nick Weiss, Stefan Heldmann:
HyReCo - Hybrid re-stained and consecutive histological serial sections. IEEE DataPort, 2021
- [i4]Johannes Lotz, Nick Weiss, Jeroen van der Laak, Stefan Heldmann:
High-resolution Image Registration of Consecutive and Re-stained Sections in Histopathology. CoRR abs/2106.13150 (2021) - 2020
- [j2]Jirí Borovec, Jan Kybic, Ignacio Arganda-Carreras, Dmitry V. Sorokin, Gloria Bueno, Alexander V. Khvostikov, Spyridon Bakas, Eric I-Chao Chang, Stefan Heldmann, Kimmo Kartasalo, Leena Latonen, Johannes Lotz, Michelle Noga, Sarthak Pati, Kumaradevan Punithakumar, Pekka Ruusuvuori, Andrzej Skalski, Nazanin Tahmasebi, Masi Valkonen, Ludovic Venet, Yizhe Wang, Nick Weiss, Marek Wodzinski, Yu Xiang, Yan Xu, Yan Yan, Paul A. Yushkevich, Shengyu Zhao, Arrate Muñoz-Barrutia:
ANHIR: Automatic Non-Rigid Histological Image Registration Challenge. IEEE Trans. Medical Imaging 39(10): 3042-3052 (2020) - [c5]Caner Mercan, G. C. A. M. Mooij, David Tellez, Johannes Lotz, Nick Weiss, Marcel van Gerven, Francesco Ciompi:
Virtual Staining for Mitosis Detection in Breast Histopathology. ISBI 2020: 1770-1774 - [i3]Caner Mercan, Germonda Reijnen-Mooij, David Tellez Martin, Johannes Lotz, Nick Weiss, Marcel van Gerven, Francesco Ciompi:
Virtual staining for mitosis detection in Breast Histopathology. CoRR abs/2003.07801 (2020)
2010 – 2019
- 2019
- [i2]Johannes Lotz, Nick Weiss, Stefan Heldmann:
Robust, fast and accurate: a 3-step method for automatic histological image registration. CoRR abs/1903.12063 (2019) - 2018
- [i1]Wouter Bulten, Péter Bándi, Jeffrey Hoven, Rob van de Loo, Johannes Lotz, Nick Weiss, Jeroen van der Laak, Bram van Ginneken, Christina A. Hulsbergen van de Kaa, Geert Litjens:
Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard. CoRR abs/1808.05883 (2018) - 2016
- [j1]Johannes Lotz, Janine Olesch, Benedikt Müller, Thomas Polzin, P. Galuschka, J. M. Lotz, Stefan Heldmann, Hendrik Laue, Margarita Gonzalez-Vallinas, Arne Warth, Bernd Lahrmann, Niels Grabe, Oliver Sedlaczek, Kai Breuhahn, Jan Modersitzki:
Patch-Based Nonlinear Image Registration for Gigapixel Whole Slide Images. IEEE Trans. Biomed. Eng. 63(9): 1812-1819 (2016) - 2015
- [c4]Nick Weiss, Johannes Lotz, Jan Modersitzki:
Multimodal Image Registration in Digital Pathology Using Cell Nuclei Densities. Bildverarbeitung für die Medizin 2015: 245-250 - [c3]Matthias Günther, Tobias Bartscherer, Joachim Georgii, Holger Hewener, Till Kipshagen, Darko Ojdanic, Bojan Kovec, Johannes Lotz, Janine Olesch, Sven Rothlübbers, Michael Schwenke, Daniel Speicher, Steffen H. Tretbar:
Towards MR-guided biopsy outside the MR-scanner: information fusion based on simultaneous ultrasound-MR imaging and real-time motion tracking. CURAC 2015: 15-16 - 2014
- [c2]Johannes Lotz, Judith Berger, Benedikt Müller, Kai Breuhahn, Niels Grabe, Stefan Heldmann, André Homeyer, Bernd Lahrmann, Hendrik Laue, Janine Olesch, Michael Schwier, Oliver Sedlaczek, Arne Warth:
Zooming in: high resolution 3D reconstruction of differently stained histological whole slide images. Medical Imaging: Digital Pathology 2014: 904104 - 2013
- [c1]Johannes Lotz, Bernd Fischer, Janine Olesch, Matthias Günther:
Real time motion analysis in 4D medical imaging using conditional density propagation. Medical Imaging: Image Processing 2013: 86690T
Coauthor Index
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