IPMI group at the UKE's Projects
Monte Carlo simulation of (4D) cone beam computed tomography
Repository for the CAPUT dataset
A Ca2+ microdomain analysis pipeline for spatio-temporal microscopy imaging
Deep learning-based automated TICI (Thrombolysis In Cerebral Infarction) scoring for DSA-based assessment of mechanical thrombolysis response.
General deep learning-based fast image registration framework for clinical thoracic 4D CT data
Matlab source code for the ICNS CoLD@2PM (Cortical Layer Discrimination in 2-Photon Microscopy data) project
First adoption of the reservoir paradigm for microscopy image data processing, here: T cell segmentation in live-cell Calcium image series.
3D Direct Volume Rendering (DVR) for real time-capable 3D visualization of Magnetic Particle Imaging (MPI) data
Multi-scale CNNs for histopathology image segmentation
Don't waste your time and money on inefficient patch-based inference!
Deep Learning on SPARSely Annotated Medical-data
Spatio-temporal image restoration with entropy-based regularization for application to low-SNR fluorescence microscopy image series.
Single image-based vignetting correction for improving the consistency of neural activity analysis in 2-photon functional microscopy