5 citations · 11 across the 7 of their papers we have counts for
8 papers
Anisotropic Fanning Aware Low-Rank Tensor Approximation Based Tractography
Johannes Grün, Jonah Sieg, Thomas Schultz
Low-rank higher-order tensor approximation has been used successfully to extract discrete directions for tractography from continuous fiber orientation density functions (fODFs). H…
Combining Image Space and q-Space PDEs for Lossless Compression of Diffusion MR Images
Ikram Jumakulyyev, Thomas Schultz
Diffusion MRI is a modern neuroimaging modality with a unique ability to acquire microstructural information by measuring water self-diffusion at the voxel level. However, it gener…
Fourth-Order Anisotropic Diffusion for Inpainting and Image Compression
Ikram Jumakulyyev, Thomas Schultz
Edge-enhancing diffusion (EED) can reconstruct a close approximation of an original image from a small subset of its pixels. This makes it an attractive foundation for PDE based im…
RefCurv: A Software for the Construction of Pediatric Reference Curves
Christian Winkler, Katharina Linden, Andreas Mayr +4
In medicine, reference curves serve as an important tool for everyday clinical practice. Pediatricians assess the growth process of children with the help of percentile curves serv…
Visual Analytics of Group Differences in Tensor Fields: Application to Clinical DTI
Amin Abbasloo, Vitalis Wiens, Tobias Schmidt-Wilcke +3
We present a visual analytics system for exploring group differences in tensor fields with respect to all six degrees of freedom that are inherent in symmetric second-order tensors…
Classification on Large Networks: A Quantitative Bound via Motifs and Graphons
Andreas Haupt, Mohammad Khatami, Thomas Schultz +1
When each data point is a large graph, graph statistics such as densities of certain subgraphs (motifs) can be used as feature vectors for machine learning. While intuitive, motif…