101 citations · 118 across the 4 of their papers we have counts for
4 papers
Primitive Simultaneous Optimization of Similarity Metrics for Image Registration
Diana Waldmannstetter, Benedikt Wiestler, Julian Schwarting +11
Even though simultaneous optimization of similarity metrics is a standard procedure in the field of semantic segmentation, surprisingly, this is much less established for image reg…
Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient
Florian Kofler, Ivan Ezhov, Fabian Isensee +16
Metrics optimized in complex machine learning tasks are often selected in an ad-hoc manner. It is unknown how they align with human expert perception. We explore the correlations b…
Hierarchical multi-class segmentation of glioma images using networks with multi-level activation function
Xiaobin Hu, Hongwei Li, Yu Zhao +3
For many segmentation tasks, especially for the biomedical image, the topological prior is vital information which is useful to exploit. The containment/nesting is a typical inter-…
Spontaneous increase of magnetic flux and chiral-current reversal in bosonic ladders: Swimming against the tide
S. Greschner, M. Piraud, F. Heidrich-Meisner +3
The interplay between spontaneous symmetry breaking in many-body systems, the wavelike nature of quantum particles and lattice effects produces an extraordinary behavior of the chi…