Norman Zerbe

According to our database, Norman Zerbe authored at least 17 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Joining Forces for Pathology Diagnostics with AI Assistance: The EMPAIA Initiative.

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

CoRR, 2024

2023

The vendor-agnostic EMPAIA platform for integrating AI applications into digital pathology infrastructures.

Christoph Jansen, Björn Lindequist, Klaus Strohmenger, Daniel Romberg, Tobias Küster, Nick Weiss, Michael Franz, Lars Ole Schwen, Theodore Evans, André Homeyer, Norman Zerbe

Future Gener. Comput. Syst., 2023

Digitization of Pathology Labs: A Review of Lessons Learned.

Lars Ole Schwen, Tim-Rasmus Kiehl, Rita Carvalho, Norman Zerbe, André Homeyer

CoRR, 2023

2022

The explainability paradox: Challenges for xAI in digital pathology.

Theodore Evans, Carl Orge Retzlaff, Christian Geißler, Michaela Kargl, Markus Plass, Heimo Müller, Tim-Rasmus Kiehl, Norman Zerbe, Andreas Holzinger

Future Gener. Comput. Syst., 2022

Anonymization of Whole Slide Images in Histopathology for Research and Education.

Tom Bisson, Michael Franz, Isil Dogan O, Daniel Romberg, Christoph Jansen, Peter Hufnagl, Norman Zerbe

CoRR, 2022

Recommendations on test datasets for evaluating AI solutions in pathology.

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

CoRR, 2022

EMPAIA App Interface: An open and vendor-neutral interface for AI applications in pathology.

Daniel Romberg, Klaus Strohmenger, Christoph Jansen, Tobias Küster, Nick Weiss, Christian Geißler, Tomasz Soltysinski, Michael Takla, Peter Hufnagl, Norman Zerbe, André Homeyer

Comput. Methods Programs Biomed., 2022

The EMPAIA Platform: Vendor-neutral integration of AI applications into digital pathology infrastructures.

Christoph Jansen, Klaus Strohmenger, Daniel Romberg, Tobias Küster, Nick Weiss, Björn Lindequist, Michael Franz, André Homeyer, Norman Zerbe

Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2020

Extension of the Identity Management System Mainzelliste to Reduce Runtimes for Patient Registration in Large Datasets.

Norman Zerbe, Christopher Hampf, Peter Hufnagl

AI and ML for Digital Pathology, 2020

Assessment and Comparison of Colour Fidelity of Whole Slide Imaging Scanners.

Norman Zerbe, Alexander Alekseychuk, Peter Hufnagl

AI and ML for Digital Pathology, 2020

OBDEX - Open Block Data Exchange System.

Björn Lindequist, Norman Zerbe, Peter Hufnagl

AI and ML for Digital Pathology, 2020

2017

Deep convolutional neural networks for automatic classification of gastric carcinoma using whole slide images in digital histopathology.

Harshita Sharma, Norman Zerbe, Iris Klempert, Olaf Hellwich, Peter Hufnagl

Comput. Medical Imaging Graph., 2017

Proof-of-Concept Integration of Heterogeneous Biobank IT Infrastructures into a Hybrid Biobanking Network.

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

Proceedings of the German Medical Data Sciences: Visions and Bridges, 2017

A Comparative Study of Cell Nuclei Attributed Relational Graphs for Knowledge Description and Categorization in Histopathological Gastric Cancer Whole Slide Images.

Harshita Sharma, Norman Zerbe, Christine Boger, Stephan Wienert, Olaf Hellwich, Peter Hufnagl

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016

Cell nuclei attributed relational graphs for efficient representation and classification of gastric cancer in digital histopathology.

Harshita Sharma, Norman Zerbe, Daniel Heim, Stephan Wienert, Sebastian Lohmann, Olaf Hellwich, Peter Hufnagl

Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016

2015

A Multi-resolution Approach for Combining Visual Information using Nuclei Segmentation and Classification in Histopathological Images.

Harshita Sharma, Norman Zerbe, Daniel Heim, Stephan Wienert, Hans-Michael Behrens, Olaf Hellwich, Peter Hufnagl

Proceedings of the VISAPP 2015, 2015

Appearance-based necrosis detection using textural features and SVM with discriminative thresholding in histopathological whole slide images.

Harshita Sharma, Norman Zerbe, Iris Klempert, Sebastian Lohmann, Björn Lindequist, Olaf Hellwich, Peter Hufnagl

Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015