212 citations
- Otto-von-Guericke-Universität MagdeburgDE15 papers
- Max Planck Institute for the Physics of Complex SystemsDE9 papers
- Klinikum MagdeburgDE8 papers
- Bielefeld UniversityDE7 papers
- Osnabrück UniversityDE6 papers
- Medical University of ViennaAT5 papers
- Novartis (Switzerland)CH5 papers
- Friedrich-Alexander-Universität Erlangen-NürnbergDE4 papers
- Heidelberg UniversityDE4 papers
- Helmut Schmidt UniversityDE4 papers
- Max Planck Institute for Chemical Physics of SolidsDE4 papers
- Max Planck SocietyDE4 papers
4 papers · 1 filter
Physics-Informed Learning for Time-Resolved Angiographic Contrast Agent Concentration Reconstruction
Noah Maul, Annette Birkhold, Fabian Wagner +5
Three-dimensional Digital Subtraction Angiography (3D-DSA) is a well-established X-ray-based technique for visualizing vascular anatomy. Recently, four-dimensional DSA (4D-DSA) rec…
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation
Soumick Chatterjee, Franziska Gaidzik, Alessandro Sciarra +5
In the domain of medical imaging, many supervised learning based methods for segmentation face several challenges such as high variability in annotations from multiple experts, pau…
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
Jianning Li, Zongwei Zhou, Jiancheng Yang +154
Prior to the deep learning era, shape was commonly used to describe the objects. Nowadays, state-of-the-art (SOTA) algorithms in medical imaging are predominantly diverging from co…
Automated Deception Detection from Videos: Using End-to-End Learning Based High-Level Features and Classification Approaches
Laslo Dinges, Marc-André Fiedler, Ayoub Al-Hamadi +4
Deception detection is an interdisciplinary field attracting researchers from psychology, criminology, computer science, and economics. We propose a multimodal approach combining d…