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Research Interests
Research Interests
- Medical/Biological Visualization
- Uncertainty-aware Computing
- Machine Learning
Supervision of Lecture:
- Computergraphics for students of other majors (Computergrafik für Fachfremde)
Publications
2020
  Multi-modal Visualization of Stroke Lesion CT-Imaging OSF Preprints, 2020 |
Exploring Cinema Databases using multi-dimensional Image Measures OSF Preprints, 2020 |
Uncertainty-aware Brain Lesion Visualization Eurographics Workshop on Visual Computing for Biology and Medicine, 2020 |
Towards Closing the Gap of Medical Visualization Research and Clinical Daily Routine in Gap bet. Vis. Res. Vis. Soft.(VisGap). The Eurographics Association, 2020 |
Shape Analysis and Visualization in Building Floor Plans OSF Preprints, 2020 |
2019
Uncertainty-aware ramachandran plots IEEE Pacific Visualization Symposium (PacificVis), IEEE, 2019 |
Hierarchical Image Semantics using Probabilistic Path Propagations for Biomedical Research in IEEE computer graphics and applications, IEEE, 2019 |
Hierarchical Image Semantics using Probabilistic Path Propagations for Biomedical Researc in IEEE computer graphics and applications, IEEE, 2019 |
2018
Accurate and reliable extraction of surfaces from image data using a multi-dimensional uncertainty model in Graphical Models, Elsevier, pp. 13-21, 2018 |
Evaluation of the uncertainty-awareness principle using a tumor detection scenario Proceedings of the VisGuides: 2nd Workshop on the Creation, Curation, Critique and Conditioning of Principles and Guidelines in Visualization (IEEE Vis 2018), 2018 |
An Uncertainty-Aware Visual System for Image Pre-Processing in Journal of Imaging, Multidisciplinary Digital Publishing Institute, vol. 4, 2018 |
Modeling and Visualization of Uncertainty-aware Geometry using Multi-variate Normal Distributions IEEE Pacific Visualization Symposium (PacificVis), in IEEE Pacific Vis, IEEE, 2018 |
An uncertainty-aware workflow for keyhole surgery planning using hierarchical image semantics in Visual Informatics, Elsevier, pp. 26-36, 2018 |
2017
An Industrial Vision System to Analyze the Wear of Cutting Tools Applied Mechanics and Materials, Trans Tech Publ, vol. 869, pp. 183--194, 2017 |
Intuitive Error Space Exploration of Medical Image Data in Clinical Daily Routine in Eurographics Conference on Visualization, 2017 |
Visualization of Uncertainty-aware Geometry in Geometric Modelling, Interoperability and New Challenges, pp. 149, 2017 |
2016
Uncertainty-awareness in open source visualization solutions IEEE Vis 2016 Workshop on Visualization in Practice, 2016 |
Fast 3d thinning of medical image data based on local neighborhood lookups in The Eurographics Association, 2016 |
From theory to usage: Requirements for successful visualizations in applications C4PGV Workshop, IEEE Vis, 2016 |
