96 citations · 148 across the 10 of their papers we have counts for
4 papers · 1 filter
Scalable 3D Semantic Segmentation for Gun Detection in CT Scans
Marius Memmel, Christoph Reich, Nicolas Wagner +1
With the increased availability of 3D data, the need for solutions processing those also increased rapidly. However, adding dimension to already reliably accurate 2D approaches lea…
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data
Christoph Reich, Tim Prangemeier, Özdemir Cetin +1
Convolutional neural networks (CNNs) are the current state-of-the-art meta-algorithm for volumetric segmentation of medical data, for example, to localize COVID-19 infected tissue…
Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy
Christoph Reich, Tim Prangemeier, Christian Wildner +1
Time-lapse fluorescent microscopy (TLFM) combined with predictive mathematical modelling is a powerful tool to study the inherently dynamic processes of life on the single-cell lev…
Generation and Simulation of Yeast Microscopy Imagery with Deep Learning
Christoph Reich
Time-lapse fluorescence microscopy (TLFM) is an important and powerful tool in synthetic biological research. Modeling TLFM experiments based on real data may enable researchers to…