Simulation-Driven Training of Vision Transformers Enabling Metal Segmentation in X-Ray Images.
Fuxin FanLudwig RitschlMarcel BeisterRamyar BiniazanBjörn W. KreherTristan M. GottschalkSteffen KapplerAndreas K. MaierPublished in: CoRR (2022)
Keyphrases
- x ray images
- medical images
- x ray
- fracture detection
- lung nodules
- ct and mr images
- medical imaging
- image segmentation
- computer aided surgery
- computer vision
- anatomical structures
- segmentation method
- clinical data sets
- segmentation algorithm
- ct images
- multiscale
- image analysis
- training set
- level set
- computer tomography
- deformable models
- dual energy
- shape prior
- medical image registration
- accurate segmentation
- imaging modalities
- tomographic images
- medical data
- graph cuts
- viewpoint
- single view