André Homeyer

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 16

Top Topics

Tumor Classification

Fully Automated

Histological Images

Top Venues

Comput. Methods Programs Biomed.

Medical Imaging: Digital Pathology

Publications

Jan-Philipp Redlich, Friedrich Feuerhake, Joachim Weis, Nadine S. Schaadt, Sarah Teuber-Hanselmann, Christoph Buck, Sabine Luttmann, Andrea Eberle, Stefan Nikolin, Arno Appenzeller, Andreas Portmann, André Homeyer
Machine learning-based analysis of glioma tissue sections: a review. CoRR (2024)
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 (2024)
Daniela P. Schacherer, Markus D. Herrmann, David A. Clunie, Henning Höfener, William Clifford, William J. R. Longabaugh, Steve Pieper, Ron Kikinis, Andrey Fedorov, André Homeyer
The NCI Imaging Data Commons as a platform for reproducible research in computational pathology. CoRR (2023)
Lars Ole Schwen, Tim-Rasmus Kiehl, Rita Carvalho, Norman Zerbe, André Homeyer
Digitization of Pathology Labs: A Review of Lessons Learned. CoRR (2023)
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 (2023)
Daniela P. Schacherer, Markus D. Herrmann, David A. Clunie, Henning Höfener, William Clifford, William J. R. Longabaugh, Steven D. Pieper, Ron Kikinis, Andrey Fedorov, André Homeyer
The NCI Imaging Data Commons as a platform for reproducible research in computational pathology. Comput. Methods Programs Biomed. 242 (2023)
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)
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 (2022)
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 (2022)
Lars Ole Schwen, Daniela Schacherer, Christian Geißler, André Homeyer
Evaluating Generic Auto-ML Tools for Computational Pathology. CoRR (2021)
Henning Höfener, André Homeyer, Mareike Förster, Norbert Drieschner, Hans-Ulrich Schildhaus, Horst K. Hahn
Automated density-based counting of FISH amplification signals for HER2 status assessment. Comput. Methods Programs Biomed. 173 (2019)
Nick Weiss, Henning Kost, André Homeyer
Towards Interactive Breast Tumor Classification Using Transfer Learning. ICIAR (2018)
Henning Höfener, André Homeyer, Nick Weiss, Jesper Molin, Claes F. Lundström, Horst K. Hahn
Deep learning nuclei detection: A simple approach can deliver state-of-the-art results. Comput. Medical Imaging Graph. 70 (2018)
Babak Ehteshami Bejnordi, Geert Litjens, Nadya Timofeeva, Irene Otte-Höller, André Homeyer, Nico Karssemeijer, Jeroen A. W. M. van der Laak
Stain Specific Standardization of Whole-Slide Histopathological Images. IEEE Trans. Medical Imaging 35 (2) (2016)
Lars Ole Schwen, André Homeyer, Michael Schwier, Uta Dahmen, Olaf Dirsch, Arne Schenk, Lars Kuepfer, Tobias Preusser, Andrea Schenk
Zonated quantification of steatosis in an entire mouse liver. Comput. Biol. Medicine 73 (2016)
Henning Kost, André Homeyer, Peter Bult, Maschenka C. A. Balkenhol, Jeroen A. W. M. van der Laak, Horst K. Hahn
A generic nuclei detection method for histopathological breast images. Medical Imaging: Digital Pathology (2016)
André Homeyer, Andrea Schenk, Janine Arlt, Uta Dahmen, Olaf Dirsch, Horst K. Hahn
Fast and accurate identification of fat droplets in histological images. Comput. Methods Programs Biomed. 121 (2) (2015)
Lei Wang, Markus Thorsten Harz, Tobias Böhler, Bram Platel, André Homeyer, Horst K. Hahn
A robust and extendable framework towards fully automated diagnosis of nonmass lesions in breast DCE-MRI. ISBI (2014)
Meihong Deng, Uta Dahmen, Jian Sun, Hai Huang, Christian Sehestedt, André Homeyer, Andrea Schenk, Olaf Dirsch
Limited Correlation Between Conventional Pathologist and Automatic Computer-Assisted Quantification of Hepatic Steatosis due to Difference Between Event-Based and Surface-Based Analysis. IEEE J. Biomed. Health Informatics 18 (4) (2014)
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)
André Homeyer, Andrea Schenk, Janine Arlt, Uta Dahmen, Olaf Dirsch, Horst K. Hahn
Practical quantification of necrosis in histological whole-slide images. Comput. Medical Imaging Graph. 37 (4) (2013)
Teodora Chitiboi, André Homeyer, Lars Linsen, Horst K. Hahn
Object-Based Boundary Properties. Bildverarbeitung für die Medizin (2013)
Horst K. Hahn, Markus Thorsten Harz, Heike Seyffarth, Fabian Zöhrer, Tobias Böhler, Konstantinos Filippatos, Lei Wang, André Homeyer, Felix Ritter, Hendrik Laue, Matthias Günther, Thorsten Twellmann, László K. Tabár, Ulrich Bick, Kathy J. Schilling
Concepts for Efficient and Reliable Multi-modal Breast Image Reading. Digital Mammography / IWDM (2010)
André Homeyer, Michael Schwier, Horst K. Hahn
A Generic Concept for Object-based Image Analysis. VISAPP (2) (2010)
Tetyana Ivanovska, Andrea Schenk, André Homeyer, Meihong Deng, Uta Dahmen, Olaf Dirsch, Horst K. Hahn, Lars Linsen
A fast and robust hepatocyte quantification algorithm including vein processing. BMC Bioinform. 11 (2010)