204 citations
- University of PecsHU4 papers
- University of AntwerpBE3 papers
- Essen University HospitalDE2 papers
- German Cancer Research CenterDE2 papers
- Heidelberg UniversityDE2 papers
- HES-SO University of Applied Sciences and Arts Western SwitzerlandCH2 papers
- InsermFR2 papers
- King's College LondonGB2 papers
- KU LeuvenBE2 papers
- Radboud University Medical CenterNL2 papers
- Radboud University NijmegenNL2 papers
- University Health NetworkCA2 papers
Showing 2023Show all
3 papers · 1 filter
cs.SE2023★ 4 cited
Multisensory extended reality applications offer benefits for volumetric biomedical image analysis in research and medicine
Kathrin Krieger, Jan Egger, Jens Kleesiek +2
3D data from high-resolution volumetric imaging is a central resource for diagnosis and treatment in modern medicine. While the fast development of AI enhances imaging and analysis…
cs.CV2023★ 35 cited
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…
cs.CV2023★ 204 cited
Understanding metric-related pitfalls in image analysis validation
Annika Reinke, Minu D. Tizabi, Michael Baumgartner +75
Validation metrics are key for the reliable tracking of scientific progress and for bridging the current chasm between artificial intelligence (AI) research and its translation int…