Ms. Mona Schumacher Profile

Mona Schumacher

at MeVis Medical Solutions AG

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Publications (2)

SPIE Journal Paper | 14 July 2022

Learning-based three-dimensional registration with weak bounding box supervision

Mona Schumacher, Hanna Siebert, Andreas Genz, Ragnar Bade, Mattias Heinrich

JMI, Vol. 9, Issue 04, 044001, (July 2022) https://doi.org/10.1117/12.10.1117/1.JMI.9.4.044001

KEYWORDS: Image registration, Image segmentation, 3D image processing, Image processing, Medical imaging, Image processing algorithms and systems, Feature extraction, Magnetic resonance imaging, Kidney, Computed tomography

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Proceedings Article | 10 March 2020 Presentation + Paper

Weakly supervised pancreas segmentation based on class activation maps

Mona Schumacher, Andreas Genz, Mattias Heinrich

Proceedings Volume 11313, 1131314 (2020) https://doi.org/10.1117/12.2549353

KEYWORDS: Pancreas, Image segmentation, Machine learning, Image classification, Neural networks, Image processing, Convolutional neural networks, Medicine

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