Markus Eckstein

According to our database, Markus Eckstein authored at least 8 papers between 1996 and 2026.

Collaborative distances:

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

2026

Tissue Classification and Whole-Slide Images Analysis via Modeling of the Tumor Microenvironment and Biological Pathways.

Junzhuo Liu, Xuemei Du, Daniel Reisenbüchler, Ye Chen, Markus Eckstein, Christian Matek, Friedrich Feuerhake, Dorit Merhof

CoRR, January, 2026

Spatial transcriptomics expression prediction from histopathology based on cross-modal mask reconstruction and contrastive learning.

Junzhuo Liu, Markus Eckstein, Zhixiang Wang, Friedrich Feuerhake, Dorit Merhof

Medical Image Anal., 2026

2024

Domain generalization across tumor types, laboratories, and species - Insights from the 2022 edition of the Mitosis Domain Generalization Challenge.

Marc Aubreville, Nikolas Stathonikos, Taryn A. Donovan, Robert Klopfleisch, Jonas Ammeling, Jonathan Ganz, Frauke Wilm, Mitko Veta, Samir Jabari, Markus Eckstein, Jonas Annuscheit, Christian Krumnow, Engin Bozaba, Sercan Çayir, Hongyan Gu, Xiang Anthony Chen, Mostafa Jahanifar, Adam Shephard, Satoshi Kondo, Satoshi Kasai, Sujatha Kotte, VG Saipradeep, Maxime W. Lafarge, Viktor H. Koelzer, Ziyue Wang, Yongbing Zhang, Sen Yang, Xiyue Wang, Katharina Breininger, Christof A. Bertram

Medical Image Anal., 2024

2021

Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification.

Frauke Wilm, Michaela Benz, Volker Bruns, Serop Baghdadlian, Jakob Dexl, David Hartmann, Petr Kuritcyn, Martin Weidenfeller, Thomas Wittenberg, Susanne Merkel, Arndt Hartmann, Markus Eckstein, Carol I. Geppert

CoRR, 2021

Multi-Prototype Few-shot Learning in Histopathology.

Jessica Deuschel, Daniel Firmbach, Carol I. Geppert, Markus Eckstein, Arndt Hartmann, Volker Bruns, Petr Kuritcyn, Jakob Dexl, David Hartmann, Dominik Perrin, Thomas Wittenberg, Michaela Benz

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Robust Slide Cartography in Colon Cancer Histology - Evaluation on a Multi-scanner Database.

Petr Kuritcyn, Carol I. Geppert, Markus Eckstein, Arndt Hartmann, Thomas Wittenberg, Jakob Dexl, Serop Baghdadlian, David Hartmann, Dominik Perrin, Volker Bruns, Michaela Benz

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2019

Automatic Detection of Tumor Buds in Pan-Cytokeratin Stained Colorectal Cancer Sections by a Hybrid Image Analysis Approach.

Matthias Bergler, Michaela Benz, David Rauber, David Hartmann, Malte Kötter, Markus Eckstein, Regine Schneider-Stock, Arndt Hartmann, Susanne Merkel, Volker Bruns, Thomas Wittenberg, Carol Geppert

Proceedings of the Digital Pathology - 15th European Congress, 2019

1996

An upper bound for the depth-r interval number of the complete graph.

Markus Eckstein

Ars Comb., 1996