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2020 – today
- 2024
[c7]Felix Balzer
, Maria Bosserdt, Marc Dewey, Bernhard Föllmer, Heiko Tzschätzsch, Norman Zerbe, Dagmar Krefting:
Quality Assessment for Secondary Use of Imaging Trials. MIE 2024: 1120-1124- [i4]Norman Zerbe, Lars Ole Schwen, Christian Geißler, Katja Wiesemann, Tom Bisson, Peter Boor, Rita Carvalho, Michael Franz, Christoph Jansen, Tim-Rasmus Kiehl, Björn Lindequist, Nora Charlotte Pohlan, Sarah Schmell, Klaus Strohmenger, Falk Zakrzewski, Markus Plass, Michael Takla, Tobias Küster, André Homeyer, Peter Hufnagl:
Joining Forces for Pathology Diagnostics with AI Assistance: The EMPAIA Initiative. CoRR abs/2401.09450 (2024) - 2023
- [j4]Christoph Jansen, Björn Lindequist, Klaus Strohmenger, Daniel Romberg, Tobias Küster, Nick Weiss, Michael Franz, Lars Ole Schwen, Theodore Evans, André Homeyer, Norman Zerbe:
The vendor-agnostic EMPAIA platform for integrating AI applications into digital pathology infrastructures. Future Gener. Comput. Syst. 140: 209-224 (2023) - [i3]Lars Ole Schwen, Tim-Rasmus Kiehl, Rita Carvalho, Norman Zerbe, André Homeyer:
Digitization of Pathology Labs: A Review of Lessons Learned. CoRR abs/2306.03619 (2023) - 2022
- [j3]Daniel Romberg, Klaus Strohmenger, Christoph Jansen, Tobias Küster, Nick Weiss, Christian Geißler, Tomasz Soltysinski, Michael Takla, Peter Hufnagl, Norman Zerbe, André Homeyer:
EMPAIA App Interface: An open and vendor-neutral interface for AI applications in pathology. Comput. Methods Programs Biomed. 215: 106596 (2022) - [j2]Theodore Evans, Carl Orge Retzlaff, Christian Geißler, Michaela Kargl, Markus Plass, Heimo Müller, Tim-Rasmus Kiehl, Norman Zerbe, Andreas Holzinger:
The explainability paradox: Challenges for xAI in digital pathology. Future Gener. Comput. Syst. 133: 281-296 (2022) - [c6]Christoph Jansen, Klaus Strohmenger, Daniel Romberg, Tobias Küster, Nick Weiss, Björn Lindequist, Michael Franz, André Homeyer, Norman Zerbe:
The EMPAIA Platform: Vendor-neutral integration of AI applications into digital pathology infrastructures. CCGRID 2022: 1017-1027 - [i2]André Homeyer, Christian Geißler, Lars Ole Schwen, Falk Zakrzewski, Theodore Evans, Klaus Strohmenger, Max Westphal, Roman David Bülow, Michaela Kargl, Aray Karjauv, Isidre Munné-Bertran, Carl Orge Retzlaff, Adrià Romero-López, Tomasz Soltysinski, Markus Plass, Rita Carvalho, Peter Steinbach, Yu-Chia Lan, Nassim Bouteldja, David Haber, Mateo Rojas-Carulla, Alireza Vafaei Sadr, Matthias Kraft, Daniel Krüger, Rutger Fick, Tobias Lang, Peter Boor, Heimo Müller, Peter Hufnagl, Norman Zerbe:
Recommendations on test datasets for evaluating AI solutions in pathology. CoRR abs/2204.14226 (2022) - [i1]Tom Bisson, Michael Franz, Isil Dogan O, Daniel Romberg, Christoph Jansen, Peter Hufnagl, Norman Zerbe:
Anonymization of Whole Slide Images in Histopathology for Research and Education. CoRR abs/2211.06103 (2022) - 2020
- [p3]Björn Lindequist, Norman Zerbe, Peter Hufnagl:
OBDEX - Open Block Data Exchange System. AI and ML for Digital Pathology 2020: 118-135 - [p2]Norman Zerbe, Christopher Hampf, Peter Hufnagl:
Extension of the Identity Management System Mainzelliste to Reduce Runtimes for Patient Registration in Large Datasets. AI and ML for Digital Pathology 2020: 228-245 - [p1]Norman Zerbe, Alexander Alekseychuk, Peter Hufnagl:
Assessment and Comparison of Colour Fidelity of Whole Slide Imaging Scanners. AI and ML for Digital Pathology 2020: 264-278
2010 – 2019
- 2017
- [j1]Harshita Sharma, Norman Zerbe, Iris Klempert, Olaf Hellwich, Peter Hufnagl:
Deep convolutional neural networks for automatic classification of gastric carcinoma using whole slide images in digital histopathology. Comput. Medical Imaging Graph. 61: 2-13 (2017) - [c5]Harshita Sharma, Norman Zerbe, Christine Boger, Stephan Wienert, Olaf Hellwich, Peter Hufnagl:
A Comparative Study of Cell Nuclei Attributed Relational Graphs for Knowledge Description and Categorization in Histopathological Gastric Cancer Whole Slide Images. CBMS 2017: 61-66 - [c4]Sebastian Mate, Dennis Kadioglu, Raphael W. Majeed, Mark R. Stöhr, Michael Folz, Patric Vormstein, Holger Storf, Daniel P. Brucker, Dietmar Keune, Norman Zerbe, Michael Hummel, Karsten Senghas, Hans-Ulrich Prokosch, Martin Lablans:
Proof-of-Concept Integration of Heterogeneous Biobank IT Infrastructures into a Hybrid Biobanking Network. GMDS 2017: 100-104 - 2016
- [c3]Harshita Sharma, Norman Zerbe, Daniel Heim, Stephan Wienert, Sebastian Lohmann, Olaf Hellwich, Peter Hufnagl:
Cell nuclei attributed relational graphs for efficient representation and classification of gastric cancer in digital histopathology. Medical Imaging: Digital Pathology 2016: 97910X - 2015
- [c2]Harshita Sharma, Norman Zerbe, Iris Klempert, Sebastian Lohmann, Björn Lindequist, Olaf Hellwich, Peter Hufnagl:
Appearance-based necrosis detection using textural features and SVM with discriminative thresholding in histopathological whole slide images. BIBE 2015: 1-6 - [c1]Harshita Sharma, Norman Zerbe, Daniel Heim, Stephan Wienert, Hans-Michael Behrens, Olaf Hellwich, Peter Hufnagl:
A Multi-resolution Approach for Combining Visual Information using Nuclei Segmentation and Classification in Histopathological Images. VISAPP (3) 2015: 37-46
Coauthor Index
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