Preprocessing Evaluation and Benchmark for Multi-structure Segmentation of the Male Pelvis in MRI on the Gold Atlas Dataset.
Francesca De BenettiSmaranda BogoiNassir NavabThomas WendlerPublished in: Bildverarbeitung für die Medizin (2024)
Keyphrases
- preprocessing
- medical images
- brain scans
- intra subject
- probabilistic atlas
- brain structures
- magnetic resonance images
- magnetic resonance imaging
- brain atlas
- image segmentation
- medical imaging
- mr images
- segmentation algorithm
- mri images
- x ray images
- brain tumors
- brain mri
- region growing
- shape prior
- segmentation method
- statistically significant
- atlas based segmentation
- berkeley segmentation dataset
- image registration
- multi atlas
- brain tumor segmentation
- bias field
- quantitative evaluation
- atlas construction
- partial volume
- carotid artery
- accurate segmentation
- fully automatic
- image analysis
- feature extraction