Quantitative Comparison of Generative Shape Models for Medical Images.
Hristina UzunovaPaul KaftanMatthias WilmsNils D. ForkertHeinz HandelsJan EhrhardtPublished in: Bildverarbeitung für die Medizin (2020)
Keyphrases
- medical images
- shape model
- anatomical structures
- medical image analysis
- medical imaging
- medical image segmentation
- mr images
- deformable models
- image intensity
- medical diagnosis
- imaging modalities
- ct images
- medical data
- magnetic resonance
- generative model
- active shape model
- region of interest
- energy function
- magnetic resonance imaging
- brain images
- x ray images
- computer aided diagnosis
- deformable shapes
- segmentation of medical images
- clinical applications
- biomedical images
- computed tomography
- magnetic resonance images
- shape prior
- shape variations
- statistical shape model
- multi modality
- clinical practice
- three dimensional
- computer tomography
- shape analysis
- graph cuts
- markov random field
- pairwise
- computer vision