162 citations
- Freie Universität BerlinDE10 papers
- Friedrich-Alexander-Universität Erlangen-NürnbergDE9 papers
- University of Veterinary Medicine ViennaAT9 papers
- Technical University of MunichDE8 papers
- Flensburg University of Applied SciencesDE7 papers
- The Schwarzman Animal Medical CenterUS5 papers
- Medical University of ViennaAT4 papers
- Europa-Universität FlensburgDE3 papers
- IDEXX Laboratories (Germany)DE3 papers
- Michigan State UniversityUS3 papers
- Ross University School of Veterinary MedicineKN3 papers
- Universitätsklinikum ErlangenDE3 papers
4 papers · 1 filter
StoDIP: Efficient 3D MRF image reconstruction with deep image priors and stochastic iterations
Perla Mayo, Matteo Cencini, Carolin M. Pirkl +4
Magnetic Resonance Fingerprinting (MRF) is a time-efficient approach to quantitative MRI for multiparametric tissue mapping. The reconstruction of quantitative maps requires tailor…
Mitosis domain generalization in histopathology images -- The MIDOG challenge
Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram +32
The density of mitotic figures within tumor tissue is known to be highly correlated with tumor proliferation and thus is an important marker in tumor grading. Recognition of mitoti…
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset
Frauke Wilm, Marco Fragoso, Christian Marzahl +8
Due to morphological similarities, the differentiation of histologic sections of cutaneous tumors into individual subtypes can be challenging. Recently, deep learning-based approac…
Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge
Frauke Wilm, Christian Marzahl, Katharina Breininger +1
Assessing the Mitotic Count has a known high degree of intra- and inter-rater variability. Computer-aided systems have proven to decrease this variability and reduce labeling time.…