Authors: M. Aubreville, C. A. Bertram, C. Marzahl, C. Gurtner, M. Dettwiler, A. Schmidt, F. Bartenschlager, S. Merz, M. Fragoso, O. Kershaw, R. Klopfleisch & A. Maier
Part of most tumor grading schemes is finding the area of a whole slide image where most cell division (mitosis) is occurring....
Authors: Maier, A., Schebesch, F., Syben, C., Würfl, T., Steidl, S., Choi, J. H., & Fahrig, R.
In this paper, we consider the use of prior knowledge within neural networks. In particular, we investigate the effect of a known transform within the mapping from input data space to the output do...
Daniel Stromer, Vincent Christlein, Christine Martindale, Patrick Zippert, Eric Haltenberger, Tino Hausotte & Andreas Maier
Severely damaged historical documents are extremely fragile. In many cases, their secrets remain concealed beneath their cover. Recently, non-invasive digitization appr...
Authors: Jessica Diehm, Robert Hermann, Tobias Pertlwieser, Wei-Cheng, Weilin Fu, Florian Kordon, Andreas Maier
Description
With the rise of deep learning , we see a dramatic need for curated and annotated medical image data. In particular, in volumetric images, such annotations are extremely...
