162 citations · 179 across the 4 of their papers we have counts for
5 papers
An annotated instance segmentation XXL-CT data-set from a historic airplane
Roland Gruber, Nils Reims, Andreas Hempfer +5
The Me 163 was a Second World War fighter airplane and a result of the German air force secret developments. One of these airplanes is currently owned and displayed in the historic…
Mitosis domain generalization in histopathology images -- The MIDOG challenge
Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram +32
The density of mitotic figures within tumor tissue is known to be highly correlated with tumor proliferation and thus is an important marker in tumor grading. Recognition of mitoti…
MitoDet: Simple and robust mitosis detection
Jakob Dexl, Michaela Benz, Volker Bruns +2
Mitotic figure detection is a challenging task in digital pathology that has a direct impact on therapeutic decisions. While automated methods often achieve acceptable results unde…
Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification
Frauke Wilm, Michaela Benz, Volker Bruns +10
Automatic outlining of different tissue types in digitized histological specimen provides a basis for follow-up analyses and can potentially guide subsequent medical decisions. The…
Towards a New Science of a Clinical Data Intelligence
Volker Tresp, Sonja Zillner, Maria J. Costa +14
In this paper we define Clinical Data Intelligence as the analysis of data generated in the clinical routine with the goal of improving patient care. We define a science of a Clini…