Research Demo Videos

Browse all posts in the Research Demo Videos category.

4 total

05OCT 2020
Research Demo Videos
Deep learning-based algorithms outperform veterinary pathologists in finding the mitotically most active region
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. We assumed that this would be […]
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09JUL 2020
Research Demo Videos
X-Ray Material Decomposition
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 domain. We demonstrate that the […]
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07JUL 2020
Research Demo Videos
Browsing through Sealed Historical Manuscripts by using 3-D Computed Tomography with Low-brilliance X-ray Sources
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Christlein, Christine Martindale, Patrick Zippert, Eric Haltenberger, Tino Hausotte & Andreas Maier Severely damaged historical documents are extremely fragile.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 approaches based on 3-D scanning have demonstrated the ability to recover single pages or letters without the need to open […]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Christlein, Christine Martindale, Patrick Zippert, Eric Haltenberger, Tino Hausotte & Andreas Maier Severely damaged historical documents are extremely fragile.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 approaches based on 3-D scanning have demonstrated the ability to recover single pages or letters without the need to open […]
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29JUN 2020
Research Demo Videos
ScanRacer – Fast Track Annotation of Segmentation Masks in Volumetric Medical Images – Game Teaser Video
Authors: Jessica Diehm, Robert Hermann, Tobias Pertlwieser, Wei-Cheng, Weilin Fu, Florian Kordon, Andreas Maier Description With the rise of deep learning [1], we see a dramatic need for curated and annotated medical image data. In particular, in volumetric images, such annotations are extremely costly, as each slice has to be outlined individually to generate ground […]
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