Tubular shape aware data generation for segmentation in medical imaging.
Ilyas SirazitdinovHeinrich SchulzAxel SaalbachSteffen RenischDmitry V. DylovPublished in: Int. J. Comput. Assist. Radiol. Surg. (2022)
Keyphrases
- medical imaging
- data generation
- shape analysis
- brain structures
- medical images
- image segmentation
- medical image processing
- surface registration
- image analysis
- anatomical structures
- x ray
- computed tomography
- medical image analysis
- image registration
- imaging modalities
- magnetic resonance images
- shape prior
- volumetric data
- image processing and analysis
- ct images
- brain mr images
- image processing
- remote sensing
- magnetic resonance imaging
- image guided surgery
- shape representation
- shape model
- computer vision
- image guided
- streaming data
- high throughput
- deformable models
- segmentation algorithm
- medical image segmentation
- data streams
- data sets
- training data
- active learning
- high resolution
- level set
- statistical shape model
- brain mri
- feature selection
- co training
- human brain