Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative.
Boyeong WooCraig EngstromWilliam BaresicJurgen FrippStuart CrozierShekhar S. ChandraPublished in: Medical Image Anal. (2024)
Keyphrases
- mr images
- magnetic resonance
- accurate segmentation
- medical images
- mr brain
- manual segmentation
- brain tumors
- brain mr images
- automated segmentation
- partial volume
- magnetic resonance images
- segmentation result
- mr imaging
- bone segmentation
- computer assisted
- dice similarity coefficient
- intensity inhomogeneity
- contrast enhanced
- cardiac magnetic resonance
- x ray images
- bias field
- brain structures
- clinical applications
- nonrigid registration
- mri data
- tissue segmentation
- image data
- intensity distribution
- ct images
- phantom images
- prostate cancer
- segmentation algorithm
- image intensity
- treatment planning
- fully automatic
- region of interest
- medical imaging
- brain tissue
- image registration
- fracture detection
- shape prior
- fully automated
- automatic segmentation
- imaging modalities
- anatomical structures
- image segmentation
- deformable models
- active shape model
- medical image analysis